Overview

Dataset info

Number of variables 563
Number of observations 7352
Total Missing (%) 0.0%
Total size in memory 31.6 MiB
Average record size in memory 4.4 KiB

Variables types

Numeric 220
Categorical 1
Boolean 0
Date 0
Text (Unique) 0
Rejected 342
Unsupported 0

Warnings

Variables

Activity
Categorical

Distinct count 6
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
LAYING
1407
STANDING
1374
SITTING
1286
Other values (3)
3285
Value Count Frequency (%)  
LAYING 1407 19.1%
 
STANDING 1374 18.7%
 
SITTING 1286 17.5%
 
WALKING 1226 16.7%
 
WALKING_UPSTAIRS 1073 14.6%
 
WALKING_DOWNSTAIRS 986 13.4%
 

angle(X,gravityMean)
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.48955
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.907
Q1 -0.81207
Median -0.70942
Q3 -0.50908
95-th percentile 0.606
Maximum 1
Range 2
Interquartile range 0.30299

Descriptive statistics

Standard deviation 0.51181
Coef of variation -1.0455
Kurtosis 0.3545
Mean -0.48955
MAD 0.39948
Skewness 1.4
Sum -3599.2
Variance 0.26195
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.85406414 1 0.0%
 
-0.91262452 1 0.0%
 
0.2830905 1 0.0%
 
-0.69305193 1 0.0%
 
-0.7330239 1 0.0%
 
0.3365758 1 0.0%
 
-0.79106801 1 0.0%
 
-0.66251817 1 0.0%
 
0.70608189 1 0.0%
 
0.51825246 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99937957 1 0.0%
 
-0.99890919 1 0.0%
 
-0.99877622 1 0.0%
 
-0.99739439 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.93299741 1 0.0%
 
0.93393602 1 0.0%
 
0.93536477 1 0.0%
 
0.97734408 1 0.0%
 
1.0 1 0.0%
 

angle(Y,gravityMean)
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.058593
Minimum -1
Maximum 0.47816
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.6141
Q1 -0.017885
Median 0.18207
Q3 0.24835
95-th percentile 0.33239
Maximum 0.47816
Range 1.4782
Interquartile range 0.26624

Descriptive statistics

Standard deviation 0.29748
Coef of variation 5.0771
Kurtosis 1.3637
Mean 0.058593
MAD 0.22931
Skewness -1.5015
Sum 430.78
Variance 0.088494
Memory size 57.5 KiB
Value Count Frequency (%)  
0.35448434 1 0.0%
 
0.17091591 1 0.0%
 
-0.5316021 1 0.0%
 
0.13844608 1 0.0%
 
0.31962877 1 0.0%
 
0.32448905 1 0.0%
 
0.34831721 1 0.0%
 
0.23983729 1 0.0%
 
0.22254143 1 0.0%
 
0.018601993 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99590828 1 0.0%
 
-0.99507289 1 0.0%
 
-0.99275712 1 0.0%
 
-0.99179466 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.43417596 1 0.0%
 
0.43511285 1 0.0%
 
0.43753647 1 0.0%
 
0.44558156 1 0.0%
 
0.47815733 1 0.0%
 

angle(Z,gravityMean)
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.056515
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.68008
Q1 -0.14341
Median 0.0031812
Q3 0.10766
95-th percentile 0.29156
Maximum 1
Range 2
Interquartile range 0.25107

Descriptive statistics

Standard deviation 0.27912
Coef of variation -4.9389
Kurtosis 1.3578
Mean -0.056515
MAD 0.2028
Skewness -0.8699
Sum -415.5
Variance 0.077909
Memory size 57.5 KiB
Value Count Frequency (%)  
0.31837894 1 0.0%
 
0.022783898 1 0.0%
 
0.14787139 1 0.0%
 
-0.87847647 1 0.0%
 
-0.33171258 1 0.0%
 
-0.10386223 1 0.0%
 
-0.052702075 1 0.0%
 
-0.059575233 1 0.0%
 
-0.2164343 1 0.0%
 
-0.52696355 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.98014271 1 0.0%
 
-0.97914858 1 0.0%
 
-0.97723061 1 0.0%
 
-0.97719373 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.99710381 1 0.0%
 
0.99837347 1 0.0%
 
0.99901418 1 0.0%
 
0.99977594 1 0.0%
 
1.0 1 0.0%
 

angle(tBodyAccJerkMean),gravityMean)
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.0021861
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.78141
Q1 -0.28955
Median 0.008943
Q3 0.29286
95-th percentile 0.77266
Maximum 1
Range 2
Interquartile range 0.58241

Descriptive statistics

Standard deviation 0.44831
Coef of variation 205.07
Kurtosis -0.54718
Mean 0.0021861
MAD 0.35653
Skewness -0.019987
Sum 16.072
Variance 0.20098
Memory size 57.5 KiB
Value Count Frequency (%)  
0.57220176 1 0.0%
 
-0.61870504 1 0.0%
 
0.047987023 1 0.0%
 
0.83470633 1 0.0%
 
0.88892135 1 0.0%
 
0.16578288 1 0.0%
 
-0.24434163 1 0.0%
 
0.24777374 1 0.0%
 
0.31024096 1 0.0%
 
-0.94776329 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99665908 1 0.0%
 
-0.99049226 1 0.0%
 
-0.98650303 1 0.0%
 
-0.98442851 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.99189925 1 0.0%
 
0.99652504 1 0.0%
 
0.99768753 1 0.0%
 
0.99842548 1 0.0%
 
1.0 1 0.0%
 

angle(tBodyAccMean,gravity)
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.0086837
Minimum -0.97658
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -0.97658
5-th percentile -0.63121
Q1 -0.12153
Median 0.0095091
Q3 0.15087
95-th percentile 0.63564
Maximum 1
Range 1.9766
Interquartile range 0.27239

Descriptive statistics

Standard deviation 0.33679
Coef of variation 38.784
Kurtosis 0.75651
Mean 0.0086837
MAD 0.23488
Skewness -0.081813
Sum 63.842
Variance 0.11343
Memory size 57.5 KiB
Value Count Frequency (%)  
0.19774493 1 0.0%
 
-0.55542341 1 0.0%
 
0.08480516 1 0.0%
 
0.026460421 1 0.0%
 
0.07792187 1 0.0%
 
0.010097718 1 0.0%
 
-0.56199782 1 0.0%
 
-0.63187232 1 0.0%
 
0.10467021 1 0.0%
 
0.049621886 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-0.97658002 1 0.0%
 
-0.97574463 1 0.0%
 
-0.96756479 1 0.0%
 
-0.96282879 1 0.0%
 
-0.96094302 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.95741109 1 0.0%
 
0.9597002 1 0.0%
 
0.96039072 1 0.0%
 
0.98088875 1 0.0%
 
1.0 1 0.0%
 

angle(tBodyGyroJerkMean,gravityMean)
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.0059809
Minimum -1
Maximum 0.99608
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.78905
Q1 -0.37634
Median -0.00036793
Q3 0.35937
95-th percentile 0.78479
Maximum 0.99608
Range 1.9961
Interquartile range 0.73571

Descriptive statistics

Standard deviation 0.47798
Coef of variation -79.916
Kurtosis -0.87731
Mean -0.0059809
MAD 0.39939
Skewness 0.0014978
Sum -43.972
Variance 0.22846
Memory size 57.5 KiB
Value Count Frequency (%)  
0.57620649 1 0.0%
 
0.42345685 1 0.0%
 
-0.85821239 1 0.0%
 
0.45497525 1 0.0%
 
0.10469273 1 0.0%
 
0.17531522 1 0.0%
 
-0.73301311 1 0.0%
 
0.10798943 1 0.0%
 
-0.79553994 1 0.0%
 
0.48021207 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.9951003 1 0.0%
 
-0.9948768 1 0.0%
 
-0.99342056 1 0.0%
 
-0.9865725 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.97221245 1 0.0%
 
0.97952161 1 0.0%
 
0.98203517 1 0.0%
 
0.99128828 1 0.0%
 
0.99607819 1 0.0%
 

angle(tBodyGyroMean,gravityMean)
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.0087259
Minimum -1
Maximum 0.9987
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.93857
Q1 -0.48227
Median 0.0087348
Q3 0.50619
95-th percentile 0.94332
Maximum 0.9987
Range 1.9987
Interquartile range 0.98846

Descriptive statistics

Standard deviation 0.6083
Coef of variation 69.713
Kurtosis -1.1564
Mean 0.0087259
MAD 0.51664
Skewness -0.017955
Sum 64.153
Variance 0.37003
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.015873919 1 0.0%
 
-0.90487149 1 0.0%
 
0.15663665 1 0.0%
 
-0.86224001 1 0.0%
 
0.77645859 1 0.0%
 
0.08719906 1 0.0%
 
-0.81623475 1 0.0%
 
-0.96103388 1 0.0%
 
0.51852884 1 0.0%
 
-0.94151209 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99979012 1 0.0%
 
-0.99921768 1 0.0%
 
-0.99709106 1 0.0%
 
-0.99612143 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.99447643 1 0.0%
 
0.99451872 1 0.0%
 
0.99576916 1 0.0%
 
0.99834087 1 0.0%
 
0.99870219 1 0.0%
 

fBodyAcc-bandsEnergy()-1,16
Highly correlated

This variable is highly correlated with fBodyAcc-bandsEnergy()-1,8 and should be ignored for analysis

Correlation 0.99353

fBodyAcc-bandsEnergy()-1,16.1
Highly correlated

This variable is highly correlated with fBodyAcc-bandsEnergy()-1,8.1 and should be ignored for analysis

Correlation 0.95106

fBodyAcc-bandsEnergy()-1,16.2
Highly correlated

This variable is highly correlated with fBodyAcc-bandsEnergy()-1,8.2 and should be ignored for analysis

Correlation 0.97889

fBodyAcc-bandsEnergy()-1,24
Highly correlated

This variable is highly correlated with fBodyAcc-bandsEnergy()-1,16 and should be ignored for analysis

Correlation 0.99897

fBodyAcc-bandsEnergy()-1,24.1
Highly correlated

This variable is highly correlated with fBodyAcc-bandsEnergy()-1,16.1 and should be ignored for analysis

Correlation 0.99612

fBodyAcc-bandsEnergy()-1,24.2
Highly correlated

This variable is highly correlated with fBodyAcc-bandsEnergy()-1,16.2 and should be ignored for analysis

Correlation 0.99342

fBodyAcc-bandsEnergy()-1,8
Highly correlated

This variable is highly correlated with fBodyAcc-energy()-X and should be ignored for analysis

Correlation 0.98967

fBodyAcc-bandsEnergy()-1,8.1
Highly correlated

This variable is highly correlated with fBodyAcc-energy()-Y and should be ignored for analysis

Correlation 0.93577

fBodyAcc-bandsEnergy()-1,8.2
Highly correlated

This variable is highly correlated with fBodyAcc-energy()-Z and should be ignored for analysis

Correlation 0.94749

fBodyAcc-bandsEnergy()-17,24
Numeric

Distinct count 7134
Unique (%) 97.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.85844
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99997
Q1 -0.99991
Median -0.99863
Q3 -0.7833
95-th percentile -0.38135
Maximum 1
Range 2
Interquartile range 0.21661

Descriptive statistics

Standard deviation 0.22866
Coef of variation -0.26637
Kurtosis 7.1115
Mean -0.85844
MAD 0.16776
Skewness 2.3185
Sum -6311.3
Variance 0.052285
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99995853 3 0.0%
 
-0.99997355 3 0.0%
 
-0.99994346 3 0.0%
 
-0.99985159 3 0.0%
 
-0.99992432 3 0.0%
 
-0.99994309 3 0.0%
 
-0.99992474 3 0.0%
 
-0.99989763 3 0.0%
 
-0.9999069 2 0.0%
 
-0.99995253 2 0.0%
 
Other values (7124) 7324 99.6%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99999995 1 0.0%
 
-0.99999873 1 0.0%
 
-0.99999733 1 0.0%
 
-0.99999716 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.69088583 1 0.0%
 
0.74192731 1 0.0%
 
0.8043081 1 0.0%
 
0.99976549 1 0.0%
 
1.0 1 0.0%
 

fBodyAcc-bandsEnergy()-17,24.1
Highly correlated

This variable is highly correlated with tBodyAccJerk-energy()-Y and should be ignored for analysis

Correlation 0.91002

fBodyAcc-bandsEnergy()-17,24.2
Highly correlated

This variable is highly correlated with tBodyAccJerk-energy()-Z and should be ignored for analysis

Correlation 0.92674

fBodyAcc-bandsEnergy()-17,32
Highly correlated

This variable is highly correlated with fBodyAcc-bandsEnergy()-17,24 and should be ignored for analysis

Correlation 0.99035

fBodyAcc-bandsEnergy()-17,32.1
Highly correlated

This variable is highly correlated with fBodyAcc-bandsEnergy()-17,24.1 and should be ignored for analysis

Correlation 0.99284

fBodyAcc-bandsEnergy()-17,32.2
Highly correlated

This variable is highly correlated with fBodyAcc-bandsEnergy()-17,24.2 and should be ignored for analysis

Correlation 0.98729

fBodyAcc-bandsEnergy()-25,32
Numeric

Distinct count 7181
Unique (%) 97.7%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.89635
Minimum -0.99999
Maximum 0.88145
Zeros (%) 0.0%

Quantile statistics

Minimum -0.99999
5-th percentile -0.99995
Q1 -0.99987
Median -0.99859
Q3 -0.85867
95-th percentile -0.52622
Maximum 0.88145
Range 1.8814
Interquartile range 0.1412

Descriptive statistics

Standard deviation 0.18074
Coef of variation -0.20165
Kurtosis 11.017
Mean -0.89635
MAD 0.12464
Skewness 2.811
Sum -6590
Variance 0.032669
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99991594 4 0.1%
 
-0.99991553 3 0.0%
 
-0.99994804 3 0.0%
 
-0.99994701 3 0.0%
 
-0.99994021 3 0.0%
 
-0.9999514 3 0.0%
 
-0.99991185 3 0.0%
 
-0.99990152 3 0.0%
 
-0.99995895 3 0.0%
 
-0.99996073 3 0.0%
 
Other values (7171) 7321 99.6%
 

Minimum 5 values

Value Count Frequency (%)  
-0.99999405 1 0.0%
 
-0.99999355 1 0.0%
 
-0.99999283 1 0.0%
 
-0.99999223 1 0.0%
 
-0.99999102 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.48741673 1 0.0%
 
0.52593436 1 0.0%
 
0.68284825 1 0.0%
 
0.72489322 1 0.0%
 
0.88145236 1 0.0%
 

fBodyAcc-bandsEnergy()-25,32.1
Numeric

Distinct count 7251
Unique (%) 98.6%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.90642
Minimum -1
Maximum 0.95807
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99991
Q1 -0.99977
Median -0.99743
Q3 -0.8651
95-th percentile -0.59886
Maximum 0.95807
Range 1.9581
Interquartile range 0.13467

Descriptive statistics

Standard deviation 0.15639
Coef of variation -0.17253
Kurtosis 13.113
Mean -0.90642
MAD 0.10982
Skewness 2.8567
Sum -6664
Variance 0.024456
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99980683 3 0.0%
 
-0.99985731 3 0.0%
 
-0.99974212 3 0.0%
 
-0.99988055 3 0.0%
 
-0.99985049 3 0.0%
 
-0.9998627 2 0.0%
 
-0.99969311 2 0.0%
 
-0.99980771 2 0.0%
 
-0.99980597 2 0.0%
 
-0.9997765 2 0.0%
 
Other values (7241) 7327 99.7%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99999525 1 0.0%
 
-0.99999087 1 0.0%
 
-0.99998975 1 0.0%
 
-0.99998691 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.18361758 1 0.0%
 
0.2171947 1 0.0%
 
0.5711672 1 0.0%
 
0.77475032 1 0.0%
 
0.95807252 1 0.0%
 

fBodyAcc-bandsEnergy()-25,32.2
Numeric

Distinct count 7181
Unique (%) 97.7%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.95985
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99991
Q1 -0.99981
Median -0.99879
Q3 -0.95434
95-th percentile -0.81219
Maximum 1
Range 2
Interquartile range 0.045465

Descriptive statistics

Standard deviation 0.088203
Coef of variation -0.091893
Kurtosis 66.544
Mean -0.95985
MAD 0.050386
Skewness 5.9057
Sum -7056.8
Variance 0.0077798
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99985788 4 0.1%
 
-0.99985992 3 0.0%
 
-0.99987625 3 0.0%
 
-0.99989104 3 0.0%
 
-0.99983949 3 0.0%
 
-0.99989042 3 0.0%
 
-0.99983629 3 0.0%
 
-0.99972071 3 0.0%
 
-0.99983251 3 0.0%
 
-0.99988633 3 0.0%
 
Other values (7171) 7321 99.6%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99999969 1 0.0%
 
-0.99999327 1 0.0%
 
-0.9999872 1 0.0%
 
-0.99998425 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.045091499 1 0.0%
 
0.074052334 1 0.0%
 
0.074075747 1 0.0%
 
0.41810936 1 0.0%
 
1.0 1 0.0%
 

fBodyAcc-bandsEnergy()-25,48
Highly correlated

This variable is highly correlated with fBodyAcc-bandsEnergy()-33,48 and should be ignored for analysis

Correlation 0.92593

fBodyAcc-bandsEnergy()-25,48.1
Highly correlated

This variable is highly correlated with fBodyAcc-bandsEnergy()-33,48.1 and should be ignored for analysis

Correlation 0.92924

fBodyAcc-bandsEnergy()-25,48.2
Highly correlated

This variable is highly correlated with fBodyAcc-bandsEnergy()-33,48.2 and should be ignored for analysis

Correlation 0.93375

fBodyAcc-bandsEnergy()-33,40
Numeric

Distinct count 7125
Unique (%) 96.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.91348
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99996
Q1 -0.99988
Median -0.99883
Q3 -0.87376
95-th percentile -0.61692
Maximum 1
Range 2
Interquartile range 0.12613

Descriptive statistics

Standard deviation 0.14553
Coef of variation -0.15932
Kurtosis 12.975
Mean -0.91348
MAD 0.10285
Skewness 2.771
Sum -6715.9
Variance 0.02118
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99997327 3 0.0%
 
-0.99994494 3 0.0%
 
-0.99997778 3 0.0%
 
-0.99990545 3 0.0%
 
-0.99993153 3 0.0%
 
-0.99986473 3 0.0%
 
-0.99987697 3 0.0%
 
-0.99992393 3 0.0%
 
-0.99988987 3 0.0%
 
-0.9999088 3 0.0%
 
Other values (7115) 7322 99.6%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.9999981 1 0.0%
 
-0.99999258 1 0.0%
 
-0.99999238 1 0.0%
 
-0.99999092 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.04688544 1 0.0%
 
0.055329542 1 0.0%
 
0.094002675 1 0.0%
 
0.8255489 1 0.0%
 
1.0 1 0.0%
 

fBodyAcc-bandsEnergy()-33,40.1
Numeric

Distinct count 7288
Unique (%) 99.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.89729
Minimum -1
Maximum 0.84661
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99987
Q1 -0.99965
Median -0.99641
Q3 -0.84744
95-th percentile -0.57104
Maximum 0.84661
Range 1.8466
Interquartile range 0.15221

Descriptive statistics

Standard deviation 0.17408
Coef of variation -0.19401
Kurtosis 16.077
Mean -0.89729
MAD 0.11888
Skewness 3.187
Sum -6596.9
Variance 0.030306
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99985656 2 0.0%
 
-0.99957213 2 0.0%
 
-0.99975916 2 0.0%
 
-0.99990222 2 0.0%
 
-0.99990196 2 0.0%
 
-0.99980633 2 0.0%
 
-0.99974653 2 0.0%
 
-0.99966237 2 0.0%
 
-0.99989735 2 0.0%
 
-0.99977233 2 0.0%
 
Other values (7278) 7332 99.7%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99998445 1 0.0%
 
-0.99998022 1 0.0%
 
-0.99997285 1 0.0%
 
-0.99997206 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.73996805 1 0.0%
 
0.7587536 1 0.0%
 
0.79889015 1 0.0%
 
0.82157106 1 0.0%
 
0.84661001 1 0.0%
 

fBodyAcc-bandsEnergy()-33,40.2
Numeric

Distinct count 7235
Unique (%) 98.4%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.9616
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99989
Q1 -0.99975
Median -0.99839
Q3 -0.95385
95-th percentile -0.83101
Maximum 1
Range 2
Interquartile range 0.045907

Descriptive statistics

Standard deviation 0.08461
Coef of variation -0.087989
Kurtosis 104.77
Mean -0.9616
MAD 0.046681
Skewness 7.3144
Sum -7069.7
Variance 0.0071588
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.9998024 3 0.0%
 
-0.99984738 2 0.0%
 
-0.99977707 2 0.0%
 
-0.99981779 2 0.0%
 
-0.99979327 2 0.0%
 
-0.99960176 2 0.0%
 
-0.99981188 2 0.0%
 
-0.99977549 2 0.0%
 
-0.99983878 2 0.0%
 
-0.99985762 2 0.0%
 
Other values (7225) 7331 99.7%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99999283 1 0.0%
 
-0.99999282 1 0.0%
 
-0.99998439 1 0.0%
 
-0.99998275 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.094865551 1 0.0%
 
0.24068904 1 0.0%
 
0.34432336 1 0.0%
 
0.89513313 1 0.0%
 
1.0 1 0.0%
 

fBodyAcc-bandsEnergy()-33,48
Highly correlated

This variable is highly correlated with fBodyAcc-bandsEnergy()-41,48 and should be ignored for analysis

Correlation 0.94726

fBodyAcc-bandsEnergy()-33,48.1
Highly correlated

This variable is highly correlated with fBodyAcc-bandsEnergy()-41,48.1 and should be ignored for analysis

Correlation 0.92712

fBodyAcc-bandsEnergy()-33,48.2
Highly correlated

This variable is highly correlated with fBodyAcc-bandsEnergy()-41,48.2 and should be ignored for analysis

Correlation 0.92533

fBodyAcc-bandsEnergy()-41,48
Numeric

Distinct count 7114
Unique (%) 96.8%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.91048
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99996
Q1 -0.99988
Median -0.99879
Q3 -0.87426
95-th percentile -0.60563
Maximum 1
Range 2
Interquartile range 0.12562

Descriptive statistics

Standard deviation 0.15669
Coef of variation -0.1721
Kurtosis 16.085
Mean -0.91048
MAD 0.10662
Skewness 3.169
Sum -6693.9
Variance 0.024553
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99993041 3 0.0%
 
-0.99993017 3 0.0%
 
-0.99991424 3 0.0%
 
-0.99994686 3 0.0%
 
-0.99993072 3 0.0%
 
-0.99992244 3 0.0%
 
-0.99991064 3 0.0%
 
-0.99992043 3 0.0%
 
-0.99993016 3 0.0%
 
-0.99996749 3 0.0%
 
Other values (7104) 7322 99.6%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99999821 1 0.0%
 
-0.99999215 1 0.0%
 
-0.99999195 1 0.0%
 
-0.99998982 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.44419387 1 0.0%
 
0.44680951 1 0.0%
 
0.493738 1 0.0%
 
0.82084239 1 0.0%
 
1.0 1 0.0%
 

fBodyAcc-bandsEnergy()-41,48.1
Numeric

Distinct count 7279
Unique (%) 99.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.88161
Minimum -1
Maximum 0.89775
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99986
Q1 -0.99962
Median -0.99551
Q3 -0.82079
95-th percentile -0.50183
Maximum 0.89775
Range 1.8977
Interquartile range 0.17884

Descriptive statistics

Standard deviation 0.19131
Coef of variation -0.217
Kurtosis 10.051
Mean -0.88161
MAD 0.13658
Skewness 2.6222
Sum -6481.6
Variance 0.036601
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99977789 2 0.0%
 
-0.99980791 2 0.0%
 
-0.9988315 2 0.0%
 
-0.99961428 2 0.0%
 
-0.99936158 2 0.0%
 
-0.99977635 2 0.0%
 
-0.99960634 2 0.0%
 
-0.9994932 2 0.0%
 
-0.99967928 2 0.0%
 
-0.99984414 2 0.0%
 
Other values (7269) 7332 99.7%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.9999957 1 0.0%
 
-0.99999461 1 0.0%
 
-0.9999857 1 0.0%
 
-0.99998525 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.6462148 1 0.0%
 
0.68524111 1 0.0%
 
0.7132437 1 0.0%
 
0.84521839 1 0.0%
 
0.89774723 1 0.0%
 

fBodyAcc-bandsEnergy()-41,48.2
Numeric

Distinct count 7289
Unique (%) 99.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.93366
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.9998
Q1 -0.99954
Median -0.99684
Q3 -0.91505
95-th percentile -0.70752
Maximum 1
Range 2
Interquartile range 0.084487

Descriptive statistics

Standard deviation 0.12885
Coef of variation -0.138
Kurtosis 33.698
Mean -0.93366
MAD 0.079314
Skewness 4.4827
Sum -6864.3
Variance 0.016601
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.9997044 2 0.0%
 
-0.99958129 2 0.0%
 
-0.99957679 2 0.0%
 
-0.999795 2 0.0%
 
-0.99976949 2 0.0%
 
-0.99947924 2 0.0%
 
-0.99967075 2 0.0%
 
-0.99961024 2 0.0%
 
-0.99976369 2 0.0%
 
-0.96855583 2 0.0%
 
Other values (7279) 7332 99.7%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99998304 1 0.0%
 
-0.99996045 1 0.0%
 
-0.99994716 1 0.0%
 
-0.99994586 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.45454837 1 0.0%
 
0.482297 1 0.0%
 
0.71573582 1 0.0%
 
0.7216036 1 0.0%
 
1.0 1 0.0%
 

fBodyAcc-bandsEnergy()-49,56
Numeric

Distinct count 6957
Unique (%) 94.6%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.94416
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99998
Q1 -0.99995
Median -0.99923
Q3 -0.92922
95-th percentile -0.7377
Maximum 1
Range 2
Interquartile range 0.070724

Descriptive statistics

Standard deviation 0.10737
Coef of variation -0.11372
Kurtosis 31.025
Mean -0.94416
MAD 0.068274
Skewness 4.0567
Sum -6941.5
Variance 0.011529
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99997918 5 0.1%
 
-0.99998516 4 0.1%
 
-0.99996034 4 0.1%
 
-0.99993624 3 0.0%
 
-0.99997309 3 0.0%
 
-0.99997756 3 0.0%
 
-0.99997716 3 0.0%
 
-0.99994487 3 0.0%
 
-0.99998622 3 0.0%
 
-0.99998485 3 0.0%
 
Other values (6947) 7318 99.5%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99999864 1 0.0%
 
-0.999998 1 0.0%
 
-0.99999744 1 0.0%
 
-0.99999741 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.032323036 1 0.0%
 
0.14759971 1 0.0%
 
0.20367223 1 0.0%
 
0.31799554 1 0.0%
 
1.0 1 0.0%
 

fBodyAcc-bandsEnergy()-49,56.1
Numeric

Distinct count 7260
Unique (%) 98.7%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.90171
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99991
Q1 -0.99972
Median -0.99555
Q3 -0.86297
95-th percentile -0.56826
Maximum 1
Range 2
Interquartile range 0.13675

Descriptive statistics

Standard deviation 0.16936
Coef of variation -0.18782
Kurtosis 15.07
Mean -0.90171
MAD 0.11546
Skewness 3.1139
Sum -6629.4
Variance 0.028684
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99988907 3 0.0%
 
-0.99968159 3 0.0%
 
-0.9998747 2 0.0%
 
-0.99981537 2 0.0%
 
-0.99986868 2 0.0%
 
-0.99986454 2 0.0%
 
-0.99981399 2 0.0%
 
-0.99980308 2 0.0%
 
-0.99981487 2 0.0%
 
-0.99941484 2 0.0%
 
Other values (7250) 7330 99.7%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99999898 1 0.0%
 
-0.99999571 1 0.0%
 
-0.99999483 1 0.0%
 
-0.99999442 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.52802756 1 0.0%
 
0.54571302 1 0.0%
 
0.67970909 1 0.0%
 
0.89351543 1 0.0%
 
1.0 1 0.0%
 

fBodyAcc-bandsEnergy()-49,56.2
Numeric

Distinct count 7279
Unique (%) 99.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.9388
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99986
Q1 -0.9996
Median -0.99605
Q3 -0.92349
95-th percentile -0.73
Maximum 1
Range 2
Interquartile range 0.076106

Descriptive statistics

Standard deviation 0.1186
Coef of variation -0.12633
Kurtosis 31.642
Mean -0.9388
MAD 0.073678
Skewness 4.3042
Sum -6902
Variance 0.014066
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99966062 3 0.0%
 
-0.99976386 2 0.0%
 
-0.99978408 2 0.0%
 
-0.99921688 2 0.0%
 
-0.9997896 2 0.0%
 
-0.99982357 2 0.0%
 
-0.99966633 2 0.0%
 
-0.99980239 2 0.0%
 
-0.99885815 2 0.0%
 
-0.99984801 2 0.0%
 
Other values (7269) 7331 99.7%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99999005 1 0.0%
 
-0.99998302 1 0.0%
 
-0.99998262 1 0.0%
 
-0.99997967 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.26467114 1 0.0%
 
0.35844773 1 0.0%
 
0.39697822 1 0.0%
 
0.55669993 1 0.0%
 
1.0 1 0.0%
 

fBodyAcc-bandsEnergy()-49,64
Highly correlated

This variable is highly correlated with fBodyAcc-bandsEnergy()-57,64 and should be ignored for analysis

Correlation 0.94506

fBodyAcc-bandsEnergy()-49,64.1
Highly correlated

This variable is highly correlated with fBodyAcc-bandsEnergy()-57,64.1 and should be ignored for analysis

Correlation 0.90726

fBodyAcc-bandsEnergy()-49,64.2
Highly correlated

This variable is highly correlated with fBodyAcc-bandsEnergy()-49,56.2 and should be ignored for analysis

Correlation 0.97691

fBodyAcc-bandsEnergy()-57,64
Numeric

Distinct count 6123
Unique (%) 83.3%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.95328
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -1
Q1 -0.99999
Median -0.99967
Q3 -0.97186
95-th percentile -0.72667
Maximum 1
Range 2
Interquartile range 0.028128

Descriptive statistics

Standard deviation 0.124
Coef of variation -0.13008
Kurtosis 34.694
Mean -0.95328
MAD 0.06701
Skewness 4.9198
Sum -7008.5
Variance 0.015376
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99999992 15 0.2%
 
-0.99999997 15 0.2%
 
-0.99999996 14 0.2%
 
-0.99999977 14 0.2%
 
-0.99999995 12 0.2%
 
-0.99999979 11 0.1%
 
-0.99999989 11 0.1%
 
-0.99999959 11 0.1%
 
-0.99999988 11 0.1%
 
-0.99999999 10 0.1%
 
Other values (6113) 7228 98.3%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 6 0.1%
 
-0.99999999 10 0.1%
 
-0.99999998 8 0.1%
 
-0.99999997 15 0.2%
 
-0.99999996 14 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
0.20333387 1 0.0%
 
0.23352129 1 0.0%
 
0.34942175 1 0.0%
 
0.72205736 1 0.0%
 
1.0 1 0.0%
 

fBodyAcc-bandsEnergy()-57,64.1
Numeric

Distinct count 6904
Unique (%) 93.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.95171
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -1
Q1 -0.99994
Median -0.99887
Q3 -0.96831
95-th percentile -0.72931
Maximum 1
Range 2
Interquartile range 0.031628

Descriptive statistics

Standard deviation 0.12762
Coef of variation -0.13409
Kurtosis 46.766
Mean -0.95171
MAD 0.067902
Skewness 5.5397
Sum -6997
Variance 0.016286
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99999949 7 0.1%
 
-0.99999997 5 0.1%
 
-0.99999731 5 0.1%
 
-0.99999682 5 0.1%
 
-0.99999939 5 0.1%
 
-0.99999887 4 0.1%
 
-0.99999849 4 0.1%
 
-0.99999794 4 0.1%
 
-0.99999905 4 0.1%
 
-0.99999922 4 0.1%
 
Other values (6894) 7305 99.4%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 2 0.0%
 
-0.99999999 1 0.0%
 
-0.99999998 2 0.0%
 
-0.99999997 5 0.1%
 
-0.99999996 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.41716561 1 0.0%
 
0.5067444 1 0.0%
 
0.96438647 1 0.0%
 
0.97991267 1 0.0%
 
1.0 1 0.0%
 

fBodyAcc-bandsEnergy()-57,64.2
Numeric

Distinct count 7090
Unique (%) 96.4%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.95589
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -1
Q1 -0.9999
Median -0.99859
Q3 -0.9718
95-th percentile -0.76532
Maximum 1
Range 2
Interquartile range 0.028099

Descriptive statistics

Standard deviation 0.12272
Coef of variation -0.12838
Kurtosis 53.655
Mean -0.95589
MAD 0.06194
Skewness 6.0491
Sum -7027.7
Variance 0.015061
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99999933 5 0.1%
 
-0.99999978 5 0.1%
 
-0.99998644 4 0.1%
 
-0.99999939 4 0.1%
 
-0.99999882 4 0.1%
 
-0.99999782 3 0.0%
 
-0.9999996 3 0.0%
 
-0.9999882 3 0.0%
 
-0.99999177 3 0.0%
 
-0.99998738 3 0.0%
 
Other values (7080) 7315 99.5%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99999999 1 0.0%
 
-0.99999998 1 0.0%
 
-0.99999997 1 0.0%
 
-0.99999995 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.49251935 1 0.0%
 
0.66612041 1 0.0%
 
0.68136368 1 0.0%
 
0.94325778 1 0.0%
 
1.0 1 0.0%
 

fBodyAcc-bandsEnergy()-9,16
Highly correlated

This variable is highly correlated with tBodyAccJerk-energy()-X and should be ignored for analysis

Correlation 0.90788

fBodyAcc-bandsEnergy()-9,16.1
Highly correlated

This variable is highly correlated with tBodyAccJerk-energy()-Y and should be ignored for analysis

Correlation 0.9123

fBodyAcc-bandsEnergy()-9,16.2
Numeric

Distinct count 7262
Unique (%) 98.8%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.89534
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99989
Q1 -0.99972
Median -0.99715
Q3 -0.85237
95-th percentile -0.53418
Maximum 1
Range 2
Interquartile range 0.14734

Descriptive statistics

Standard deviation 0.1845
Coef of variation -0.20606
Kurtosis 12.74
Mean -0.89534
MAD 0.12532
Skewness 3.0002
Sum -6582.6
Variance 0.03404
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99975661 3 0.0%
 
-0.99979754 3 0.0%
 
-0.99963935 2 0.0%
 
-0.9997631 2 0.0%
 
-0.99984908 2 0.0%
 
-0.99975063 2 0.0%
 
-0.99980978 2 0.0%
 
-0.99977795 2 0.0%
 
-0.9998343 2 0.0%
 
-0.99984998 2 0.0%
 
Other values (7252) 7330 99.7%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99999752 1 0.0%
 
-0.99999062 1 0.0%
 
-0.99998821 1 0.0%
 
-0.99998123 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.52370157 1 0.0%
 
0.6011005 1 0.0%
 
0.77379586 1 0.0%
 
0.9018368 1 0.0%
 
1.0 1 0.0%
 

fBodyAcc-energy()-X
Highly correlated

This variable is highly correlated with fBodyAcc-max()-X and should be ignored for analysis

Correlation 0.93857

fBodyAcc-energy()-Y
Highly correlated

This variable is highly correlated with fBodyAcc-sma() and should be ignored for analysis

Correlation 0.92911

fBodyAcc-energy()-Z
Highly correlated

This variable is highly correlated with fBodyAcc-mad()-Z and should be ignored for analysis

Correlation 0.93183

fBodyAcc-entropy()-X
Highly correlated

This variable is highly correlated with fBodyAcc-iqr()-Y and should be ignored for analysis

Correlation 0.92163

fBodyAcc-entropy()-Y
Highly correlated

This variable is highly correlated with fBodyAcc-entropy()-X and should be ignored for analysis

Correlation 0.98057

fBodyAcc-entropy()-Z
Highly correlated

This variable is highly correlated with fBodyAcc-entropy()-Y and should be ignored for analysis

Correlation 0.97676

fBodyAcc-iqr()-X
Highly correlated

This variable is highly correlated with fBodyAcc-sma() and should be ignored for analysis

Correlation 0.95946

fBodyAcc-iqr()-Y
Highly correlated

This variable is highly correlated with fBodyAcc-iqr()-X and should be ignored for analysis

Correlation 0.92549

fBodyAcc-iqr()-Z
Highly correlated

This variable is highly correlated with fBodyAcc-sma() and should be ignored for analysis

Correlation 0.93038

fBodyAcc-kurtosis()-X
Highly correlated

This variable is highly correlated with fBodyAcc-skewness()-X and should be ignored for analysis

Correlation 0.98547

fBodyAcc-kurtosis()-Y
Highly correlated

This variable is highly correlated with fBodyAcc-skewness()-Y and should be ignored for analysis

Correlation 0.98569

fBodyAcc-kurtosis()-Z
Highly correlated

This variable is highly correlated with fBodyAcc-skewness()-Z and should be ignored for analysis

Correlation 0.98658

fBodyAcc-mad()-X
Highly correlated

This variable is highly correlated with fBodyAcc-std()-Y and should be ignored for analysis

Correlation 0.9181

fBodyAcc-mad()-Y
Highly correlated

This variable is highly correlated with fBodyAcc-mad()-X and should be ignored for analysis

Correlation 0.94056

fBodyAcc-mad()-Z
Highly correlated

This variable is highly correlated with fBodyAcc-std()-Z and should be ignored for analysis

Correlation 0.97557

fBodyAcc-max()-X
Highly correlated

This variable is highly correlated with fBodyAcc-mad()-X and should be ignored for analysis

Correlation 0.94503

fBodyAcc-max()-Y
Highly correlated

This variable is highly correlated with fBodyAcc-mad()-Y and should be ignored for analysis

Correlation 0.93355

fBodyAcc-max()-Z
Highly correlated

This variable is highly correlated with fBodyAcc-mad()-Z and should be ignored for analysis

Correlation 0.90573

fBodyAcc-maxInds-X
Numeric

Distinct count 29
Unique (%) 0.4%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.76629
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -1
Q1 -1
Median -0.80645
Q3 -0.74194
95-th percentile -0.22581
Maximum 1
Range 2
Interquartile range 0.25806

Descriptive statistics

Standard deviation 0.25928
Coef of variation -0.33836
Kurtosis 5.1246
Mean -0.76629
MAD 0.1762
Skewness 1.9659
Sum -5633.7
Variance 0.067227
Memory size 57.5 KiB
Value Count Frequency (%)  
-1.0 2198 29.9%
 
-0.80645161 1903 25.9%
 
-0.74193548 1272 17.3%
 
-0.87096774 230 3.1%
 
-0.48387097 219 3.0%
 
-0.93548387 198 2.7%
 
-0.41935484 194 2.6%
 
-0.61290323 187 2.5%
 
-0.67741935 165 2.2%
 
-0.5483871 164 2.2%
 
Other values (19) 622 8.5%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 2198 29.9%
 
-0.93548387 198 2.7%
 
-0.87096774 230 3.1%
 
-0.80645161 1903 25.9%
 
-0.74193548 1272 17.3%
 

Maximum 5 values

Value Count Frequency (%)  
0.5483871 6 0.1%
 
0.61290323 4 0.1%
 
0.74193548 2 0.0%
 
0.80645161 1 0.0%
 
1.0 1 0.0%
 

fBodyAcc-maxInds-Y
Numeric

Distinct count 26
Unique (%) 0.4%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.79632
Minimum -1
Maximum 1
Zeros (%) 0.5%

Quantile statistics

Minimum -1
5-th percentile -1
Q1 -1
Median -0.8
Q3 -0.73333
95-th percentile -0.26667
Maximum 1
Range 2
Interquartile range 0.26667

Descriptive statistics

Standard deviation 0.24639
Coef of variation -0.30941
Kurtosis 3.6603
Mean -0.79632
MAD 0.1789
Skewness 1.744
Sum -5854.5
Variance 0.060709
Memory size 57.5 KiB
Value Count Frequency (%)  
-1.0 2611 35.5%
 
-0.8 1306 17.8%
 
-0.73333333 943 12.8%
 
-0.93333333 781 10.6%
 
-0.46666667 242 3.3%
 
-0.6 235 3.2%
 
-0.53333333 211 2.9%
 
-0.86666667 199 2.7%
 
-0.66666667 174 2.4%
 
-0.4 118 1.6%
 
Other values (16) 532 7.2%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 2611 35.5%
 
-0.93333333 781 10.6%
 
-0.86666667 199 2.7%
 
-0.8 1306 17.8%
 
-0.73333333 943 12.8%
 

Maximum 5 values

Value Count Frequency (%)  
0.4 3 0.0%
 
0.46666667 4 0.1%
 
0.53333333 1 0.0%
 
0.73333333 1 0.0%
 
1.0 1 0.0%
 

fBodyAcc-maxInds-Z
Numeric

Distinct count 26
Unique (%) 0.4%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.84426
Minimum -1
Maximum 0.92308
Zeros (%) 0.4%

Quantile statistics

Minimum -1
5-th percentile -1
Q1 -1
Median -0.92308
Q3 -0.76923
95-th percentile -0.30769
Maximum 0.92308
Range 1.9231
Interquartile range 0.23077

Descriptive statistics

Standard deviation 0.24211
Coef of variation -0.28677
Kurtosis 8.3004
Mean -0.84426
MAD 0.16869
Skewness 2.6157
Sum -6207
Variance 0.058615
Memory size 57.5 KiB
Value Count Frequency (%)  
-1.0 3043 41.4%
 
-0.92307692 1850 25.2%
 
-0.69230769 768 10.4%
 
-0.76923077 694 9.4%
 
-0.84615385 194 2.6%
 
-0.61538462 126 1.7%
 
-0.38461538 116 1.6%
 
-0.46153846 97 1.3%
 
-0.53846154 90 1.2%
 
-0.30769231 64 0.9%
 
Other values (16) 310 4.2%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 3043 41.4%
 
-0.92307692 1850 25.2%
 
-0.84615385 194 2.6%
 
-0.76923077 694 9.4%
 
-0.69230769 768 10.4%
 

Maximum 5 values

Value Count Frequency (%)  
0.61538462 3 0.0%
 
0.69230769 2 0.0%
 
0.76923077 1 0.0%
 
0.84615385 1 0.0%
 
0.92307692 1 0.0%
 

fBodyAcc-mean()-X
Highly correlated

This variable is highly correlated with tBodyGyroJerkMag-sma() and should be ignored for analysis

Correlation 0.91326

fBodyAcc-mean()-Y
Highly correlated

This variable is highly correlated with fBodyAcc-mean()-X and should be ignored for analysis

Correlation 0.94924

fBodyAcc-mean()-Z
Highly correlated

This variable is highly correlated with fBodyAcc-mean()-Y and should be ignored for analysis

Correlation 0.91147

fBodyAcc-meanFreq()-X
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.22732
Minimum -1
Maximum 0.91415
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.64248
Q1 -0.42351
Median -0.24331
Q3 -0.023511
95-th percentile 0.20397
Maximum 0.91415
Range 1.9141
Interquartile range 0.4

Descriptive statistics

Standard deviation 0.26473
Coef of variation -1.1645
Kurtosis -0.41474
Mean -0.22732
MAD 0.21866
Skewness 0.096356
Sum -1671.3
Variance 0.070081
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.19824638 1 0.0%
 
0.41290205 1 0.0%
 
-0.19850562 1 0.0%
 
-0.43060036 1 0.0%
 
-0.063695898 1 0.0%
 
-0.0051672549 1 0.0%
 
0.024418185 1 0.0%
 
-0.048624488 1 0.0%
 
0.23152513 1 0.0%
 
0.2041642 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99873509 1 0.0%
 
-0.99175242 1 0.0%
 
-0.96909256 1 0.0%
 
-0.9671549 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.54418905 1 0.0%
 
0.61961208 1 0.0%
 
0.65332726 1 0.0%
 
0.79903412 1 0.0%
 
0.9141467 1 0.0%
 

fBodyAcc-meanFreq()-Y
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.013602
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.36805
Q1 -0.14805
Median 0.0017088
Q3 0.17524
95-th percentile 0.42152
Maximum 1
Range 2
Interquartile range 0.32329

Descriptive statistics

Standard deviation 0.23977
Coef of variation 17.628
Kurtosis 0.083138
Mean 0.013602
MAD 0.19049
Skewness 0.08888
Sum 99.999
Variance 0.057488
Memory size 57.5 KiB
Value Count Frequency (%)  
0.2475508 1 0.0%
 
-0.2003191 1 0.0%
 
-0.05634067 1 0.0%
 
-0.062284876 1 0.0%
 
-0.22925388 1 0.0%
 
-0.35363054 1 0.0%
 
0.11587481 1 0.0%
 
-0.17745887 1 0.0%
 
0.48746085 1 0.0%
 
-0.17041976 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.75439485 1 0.0%
 
-0.7432351 1 0.0%
 
-0.74097555 1 0.0%
 
-0.73239939 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.89439921 1 0.0%
 
0.9019738 1 0.0%
 
0.90369832 1 0.0%
 
0.92976984 1 0.0%
 
1.0 1 0.0%
 

fBodyAcc-meanFreq()-Z
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.045316
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.45657
Q1 -0.14512
Median 0.062076
Q3 0.25454
95-th percentile 0.48513
Maximum 1
Range 2
Interquartile range 0.39966

Descriptive statistics

Standard deviation 0.28917
Coef of variation 6.3812
Kurtosis -0.012852
Mean 0.045316
MAD 0.23189
Skewness -0.25249
Sum 333.16
Variance 0.083619
Memory size 57.5 KiB
Value Count Frequency (%)  
0.49120094 1 0.0%
 
-0.015014234 1 0.0%
 
0.32521835 1 0.0%
 
0.022206895 1 0.0%
 
0.26495016 1 0.0%
 
0.31387916 1 0.0%
 
0.32013329 1 0.0%
 
-0.22628657 1 0.0%
 
0.32799051 1 0.0%
 
0.25908613 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.98554246 1 0.0%
 
-0.98451497 1 0.0%
 
-0.94893675 1 0.0%
 
-0.93705808 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.90342753 1 0.0%
 
0.90810535 1 0.0%
 
0.93953878 1 0.0%
 
0.93997351 1 0.0%
 
1.0 1 0.0%
 

fBodyAcc-min()-X
Numeric

Distinct count 7347
Unique (%) 99.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.85277
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99898
Q1 -0.99483
Median -0.97775
Q3 -0.78605
95-th percentile -0.37419
Maximum 1
Range 2
Interquartile range 0.20878

Descriptive statistics

Standard deviation 0.23451
Coef of variation -0.275
Kurtosis 8.0004
Mean -0.85277
MAD 0.16754
Skewness 2.5024
Sum -6269.6
Variance 0.054996
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99824233 2 0.0%
 
-0.99693254 2 0.0%
 
-0.99783048 2 0.0%
 
-0.99827739 2 0.0%
 
-0.97762995 2 0.0%
 
-0.78710056 1 0.0%
 
-0.99109997 1 0.0%
 
-0.82593252 1 0.0%
 
-0.99542053 1 0.0%
 
-0.99553612 1 0.0%
 
Other values (7337) 7337 99.8%
 

Minimum 5 values

Value Count Frequency (%)  
-0.99999831 1 0.0%
 
-0.99999692 1 0.0%
 
-0.99999409 1 0.0%
 
-0.9999939 1 0.0%
 
-0.9999935 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.67009479 1 0.0%
 
0.69196579 1 0.0%
 
0.70223772 1 0.0%
 
0.97810432 1 0.0%
 
1.0 1 0.0%
 

fBodyAcc-min()-Y
Numeric

Distinct count 7348
Unique (%) 99.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.88009
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99833
Q1 -0.9924
Median -0.96995
Q3 -0.82408
95-th percentile -0.52977
Maximum 1
Range 2
Interquartile range 0.16832

Descriptive statistics

Standard deviation 0.18051
Coef of variation -0.20511
Kurtosis 11.718
Mean -0.88009
MAD 0.12825
Skewness 2.7451
Sum -6470.4
Variance 0.032585
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99844176 2 0.0%
 
-0.99052853 2 0.0%
 
-0.99598811 2 0.0%
 
-0.99507533 2 0.0%
 
-0.60107651 1 0.0%
 
-0.99174798 1 0.0%
 
-0.98389506 1 0.0%
 
-0.98791223 1 0.0%
 
-0.77161711 1 0.0%
 
-0.98373262 1 0.0%
 
Other values (7338) 7338 99.8%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99999813 1 0.0%
 
-0.99998886 1 0.0%
 
-0.99998418 1 0.0%
 
-0.99998382 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.63786668 1 0.0%
 
0.72309845 1 0.0%
 
0.77044367 1 0.0%
 
0.78176156 1 0.0%
 
1.0 1 0.0%
 

fBodyAcc-min()-Z
Numeric

Distinct count 7349
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.91257
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99827
Q1 -0.99194
Median -0.97513
Q3 -0.87837
95-th percentile -0.65466
Maximum 1
Range 2
Interquartile range 0.11357

Descriptive statistics

Standard deviation 0.13343
Coef of variation -0.14621
Kurtosis 17.946
Mean -0.91257
MAD 0.091867
Skewness 3.1945
Sum -6709.2
Variance 0.017804
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.9935773 2 0.0%
 
-0.99828837 2 0.0%
 
-0.99386293 2 0.0%
 
-0.99698994 1 0.0%
 
-0.97887854 1 0.0%
 
-0.7121885 1 0.0%
 
-0.98974805 1 0.0%
 
-0.97116251 1 0.0%
 
-0.84467928 1 0.0%
 
-0.84435286 1 0.0%
 
Other values (7339) 7339 99.8%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99997677 1 0.0%
 
-0.99996959 1 0.0%
 
-0.9999682 1 0.0%
 
-0.99995992 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.25880786 1 0.0%
 
0.26624427 1 0.0%
 
0.36230406 1 0.0%
 
0.40255332 1 0.0%
 
1.0 1 0.0%
 

fBodyAcc-skewness()-X
Numeric

Distinct count 7350
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.12856
Minimum -0.93121
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -0.93121
5-th percentile -0.67393
Q1 -0.48684
Median -0.16327
Q3 0.15511
95-th percentile 0.60329
Maximum 1
Range 1.9312
Interquartile range 0.64195

Descriptive statistics

Standard deviation 0.40369
Coef of variation -3.14
Kurtosis -0.58785
Mean -0.12856
MAD 0.33573
Skewness 0.46174
Sum -945.19
Variance 0.16296
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.52618039 2 0.0%
 
-0.11681998 2 0.0%
 
0.81824825 1 0.0%
 
-0.63698651 1 0.0%
 
-0.2938697 1 0.0%
 
-0.70125673 1 0.0%
 
-0.0292917 1 0.0%
 
-0.49629918 1 0.0%
 
-0.52847916 1 0.0%
 
-0.56993073 1 0.0%
 
Other values (7340) 7340 99.8%
 

Minimum 5 values

Value Count Frequency (%)  
-0.93120793 1 0.0%
 
-0.93099151 1 0.0%
 
-0.91890884 1 0.0%
 
-0.85127237 1 0.0%
 
-0.84232814 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.96674478 1 0.0%
 
0.97351362 1 0.0%
 
0.98290613 1 0.0%
 
0.98766273 1 0.0%
 
1.0 1 0.0%
 

fBodyAcc-skewness()-Y
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.26383
Minimum -1
Maximum 0.97555
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.68483
Q1 -0.52313
Median -0.35694
Q3 -0.096814
95-th percentile 0.51229
Maximum 0.97555
Range 1.9756
Interquartile range 0.42631

Descriptive statistics

Standard deviation 0.35849
Coef of variation -1.3588
Kurtosis 0.68337
Mean -0.26383
MAD 0.28023
Skewness 1.0829
Sum -1939.7
Variance 0.12852
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.36036801 1 0.0%
 
-0.21581166 1 0.0%
 
0.30753807 1 0.0%
 
-0.50610103 1 0.0%
 
-0.70552737 1 0.0%
 
-0.32136818 1 0.0%
 
-0.45593745 1 0.0%
 
-0.50849679 1 0.0%
 
-0.32473335 1 0.0%
 
-0.66923918 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.89290872 1 0.0%
 
-0.87245141 1 0.0%
 
-0.86946525 1 0.0%
 
-0.86610238 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.94913005 1 0.0%
 
0.95430194 1 0.0%
 
0.95544231 1 0.0%
 
0.96182505 1 0.0%
 
0.97555005 1 0.0%
 

fBodyAcc-skewness()-Z
Numeric

Distinct count 7351
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.23827
Minimum -1
Maximum 0.98494
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.77925
Q1 -0.56461
Median -0.31155
Q3 0.03999
95-th percentile 0.53508
Maximum 0.98494
Range 1.9849
Interquartile range 0.6046

Descriptive statistics

Standard deviation 0.40462
Coef of variation -1.6982
Kurtosis -0.47172
Mean -0.23827
MAD 0.33503
Skewness 0.57794
Sum -1751.7
Variance 0.16371
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.66002835 2 0.0%
 
-0.66602985 1 0.0%
 
-0.20979358 1 0.0%
 
-0.77975166 1 0.0%
 
-0.26081608 1 0.0%
 
0.85561546 1 0.0%
 
-0.12983904 1 0.0%
 
-0.20740225 1 0.0%
 
-0.59669227 1 0.0%
 
-0.032515918 1 0.0%
 
Other values (7341) 7341 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.9684568 1 0.0%
 
-0.96200629 1 0.0%
 
-0.94995824 1 0.0%
 
-0.94534751 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.91296976 1 0.0%
 
0.92861264 1 0.0%
 
0.94325725 1 0.0%
 
0.96914212 1 0.0%
 
0.9849423 1 0.0%
 

fBodyAcc-sma()
Highly correlated

This variable is highly correlated with fBodyAcc-max()-X and should be ignored for analysis

Correlation 0.92081

fBodyAcc-std()-X
Highly correlated

This variable is highly correlated with fBodyAcc-mean()-Y and should be ignored for analysis

Correlation 0.92792

fBodyAcc-std()-Y
Highly correlated

This variable is highly correlated with fBodyAcc-std()-X and should be ignored for analysis

Correlation 0.91071

fBodyAcc-std()-Z
Highly correlated

This variable is highly correlated with fBodyAcc-mean()-Z and should be ignored for analysis

Correlation 0.94835

fBodyAccJerk-bandsEnergy()-1,16
Highly correlated

This variable is highly correlated with fBodyAccJerk-bandsEnergy()-9,16 and should be ignored for analysis

Correlation 0.95453

fBodyAccJerk-bandsEnergy()-1,16.1
Highly correlated

This variable is highly correlated with fBodyAccJerk-bandsEnergy()-9,16.1 and should be ignored for analysis

Correlation 0.98757

fBodyAccJerk-bandsEnergy()-1,16.2
Highly correlated

This variable is highly correlated with fBodyAccJerk-bandsEnergy()-9,16.2 and should be ignored for analysis

Correlation 0.97888

fBodyAccJerk-bandsEnergy()-1,24
Highly correlated

This variable is highly correlated with fBodyAccJerk-bandsEnergy()-17,32 and should be ignored for analysis

Correlation 0.90363

fBodyAccJerk-bandsEnergy()-1,24.1
Highly correlated

This variable is highly correlated with fBodyAccJerk-bandsEnergy()-17,32.1 and should be ignored for analysis

Correlation 0.90391

fBodyAccJerk-bandsEnergy()-1,24.2
Highly correlated

This variable is highly correlated with fBodyAccJerk-bandsEnergy()-17,32.2 and should be ignored for analysis

Correlation 0.93102

fBodyAccJerk-bandsEnergy()-1,8
Highly correlated

This variable is highly correlated with fBodyAcc-bandsEnergy()-1,24 and should be ignored for analysis

Correlation 0.97483

fBodyAccJerk-bandsEnergy()-1,8.1
Highly correlated

This variable is highly correlated with fBodyAcc-bandsEnergy()-1,24.1 and should be ignored for analysis

Correlation 0.91886

fBodyAccJerk-bandsEnergy()-1,8.2
Highly correlated

This variable is highly correlated with fBodyAcc-bandsEnergy()-1,24.2 and should be ignored for analysis

Correlation 0.91693

fBodyAccJerk-bandsEnergy()-17,24
Highly correlated

This variable is highly correlated with fBodyAcc-bandsEnergy()-17,32 and should be ignored for analysis

Correlation 0.98297

fBodyAccJerk-bandsEnergy()-17,24.1
Highly correlated

This variable is highly correlated with fBodyAccJerk-energy()-Y and should be ignored for analysis

Correlation 0.91198

fBodyAccJerk-bandsEnergy()-17,24.2
Highly correlated

This variable is highly correlated with fBodyAccJerk-energy()-Z and should be ignored for analysis

Correlation 0.94015

fBodyAccJerk-bandsEnergy()-17,32
Highly correlated

This variable is highly correlated with fBodyAccJerk-bandsEnergy()-25,32 and should be ignored for analysis

Correlation 0.90359

fBodyAccJerk-bandsEnergy()-17,32.1
Highly correlated

This variable is highly correlated with fBodyAccJerk-bandsEnergy()-17,24.1 and should be ignored for analysis

Correlation 0.98311

fBodyAccJerk-bandsEnergy()-17,32.2
Highly correlated

This variable is highly correlated with fBodyAccJerk-bandsEnergy()-25,32.2 and should be ignored for analysis

Correlation 0.92158

fBodyAccJerk-bandsEnergy()-25,32
Highly correlated

This variable is highly correlated with fBodyAcc-bandsEnergy()-25,48 and should be ignored for analysis

Correlation 0.95078

fBodyAccJerk-bandsEnergy()-25,32.1
Highly correlated

This variable is highly correlated with fBodyAcc-bandsEnergy()-25,48.1 and should be ignored for analysis

Correlation 0.96258

fBodyAccJerk-bandsEnergy()-25,32.2
Highly correlated

This variable is highly correlated with fBodyAcc-bandsEnergy()-25,48.2 and should be ignored for analysis

Correlation 0.98423

fBodyAccJerk-bandsEnergy()-25,48
Highly correlated

This variable is highly correlated with fBodyAccJerk-bandsEnergy()-33,48 and should be ignored for analysis

Correlation 0.94712

fBodyAccJerk-bandsEnergy()-25,48.1
Highly correlated

This variable is highly correlated with fBodyAccJerk-bandsEnergy()-33,48.1 and should be ignored for analysis

Correlation 0.95088

fBodyAccJerk-bandsEnergy()-25,48.2
Highly correlated

This variable is highly correlated with fBodyAccJerk-bandsEnergy()-33,48.2 and should be ignored for analysis

Correlation 0.9594

fBodyAccJerk-bandsEnergy()-33,40
Highly correlated

This variable is highly correlated with fBodyAcc-bandsEnergy()-33,48 and should be ignored for analysis

Correlation 0.91428

fBodyAccJerk-bandsEnergy()-33,40.1
Highly correlated

This variable is highly correlated with fBodyAcc-bandsEnergy()-33,48.1 and should be ignored for analysis

Correlation 0.93237

fBodyAccJerk-bandsEnergy()-33,40.2
Highly correlated

This variable is highly correlated with fBodyAcc-bandsEnergy()-25,48.2 and should be ignored for analysis

Correlation 0.91242

fBodyAccJerk-bandsEnergy()-33,48
Highly correlated

This variable is highly correlated with fBodyAccJerk-bandsEnergy()-41,48 and should be ignored for analysis

Correlation 0.94849

fBodyAccJerk-bandsEnergy()-33,48.1
Highly correlated

This variable is highly correlated with fBodyAccJerk-bandsEnergy()-41,48.1 and should be ignored for analysis

Correlation 0.93617

fBodyAccJerk-bandsEnergy()-33,48.2
Highly correlated

This variable is highly correlated with fBodyAccJerk-bandsEnergy()-41,48.2 and should be ignored for analysis

Correlation 0.9385

fBodyAccJerk-bandsEnergy()-41,48
Highly correlated

This variable is highly correlated with fBodyAcc-bandsEnergy()-41,48 and should be ignored for analysis

Correlation 0.91924

fBodyAccJerk-bandsEnergy()-41,48.1
Highly correlated

This variable is highly correlated with fBodyAcc-bandsEnergy()-41,48.1 and should be ignored for analysis

Correlation 0.94103

fBodyAccJerk-bandsEnergy()-41,48.2
Highly correlated

This variable is highly correlated with fBodyAcc-bandsEnergy()-33,48.2 and should be ignored for analysis

Correlation 0.91544

fBodyAccJerk-bandsEnergy()-49,56
Numeric

Distinct count 7000
Unique (%) 95.2%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.94411
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99997
Q1 -0.99992
Median -0.9994
Q3 -0.92311
95-th percentile -0.7478
Maximum 1
Range 2
Interquartile range 0.076818

Descriptive statistics

Standard deviation 0.10471
Coef of variation -0.11091
Kurtosis 32.74
Mean -0.94411
MAD 0.067786
Skewness 4.0837
Sum -6941.1
Variance 0.010965
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99996023 4 0.1%
 
-0.99994238 4 0.1%
 
-0.99992849 3 0.0%
 
-0.99993977 3 0.0%
 
-0.99995867 3 0.0%
 
-0.99993657 3 0.0%
 
-0.99996966 3 0.0%
 
-0.99996184 3 0.0%
 
-0.99989642 3 0.0%
 
-0.99997829 3 0.0%
 
Other values (6990) 7320 99.6%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99999981 1 0.0%
 
-0.99999641 1 0.0%
 
-0.99999634 1 0.0%
 
-0.99999629 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.090628946 1 0.0%
 
0.098937929 1 0.0%
 
0.19931323 1 0.0%
 
0.21238393 1 0.0%
 
1.0 1 0.0%
 

fBodyAccJerk-bandsEnergy()-49,56.1
Numeric

Distinct count 7256
Unique (%) 98.7%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.92219
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99992
Q1 -0.99977
Median -0.99839
Q3 -0.88669
95-th percentile -0.65689
Maximum 1
Range 2
Interquartile range 0.11308

Descriptive statistics

Standard deviation 0.13205
Coef of variation -0.14319
Kurtosis 17.516
Mean -0.92219
MAD 0.092364
Skewness 3.0687
Sum -6779.9
Variance 0.017436
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99977034 3 0.0%
 
-0.99989239 3 0.0%
 
-0.99983209 3 0.0%
 
-0.99986358 3 0.0%
 
-0.99979085 2 0.0%
 
-0.99983506 2 0.0%
 
-0.99969726 2 0.0%
 
-0.99967977 2 0.0%
 
-0.99977951 2 0.0%
 
-0.99949092 2 0.0%
 
Other values (7246) 7328 99.7%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99999547 1 0.0%
 
-0.99999299 1 0.0%
 
-0.99998928 1 0.0%
 
-0.99998924 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.057300823 1 0.0%
 
0.25160161 1 0.0%
 
0.32375324 1 0.0%
 
0.70846307 1 0.0%
 
1.0 1 0.0%
 

fBodyAccJerk-bandsEnergy()-49,56.2
Numeric

Distinct count 7300
Unique (%) 99.3%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.929
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99981
Q1 -0.99949
Median -0.99787
Q3 -0.91392
95-th percentile -0.67547
Maximum 1
Range 2
Interquartile range 0.085575

Descriptive statistics

Standard deviation 0.14039
Coef of variation -0.15112
Kurtosis 24.37
Mean -0.929
MAD 0.087492
Skewness 3.9805
Sum -6830
Variance 0.019709
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99926819 3 0.0%
 
-0.99930825 2 0.0%
 
-0.99986908 2 0.0%
 
-0.99971108 2 0.0%
 
-0.99984767 2 0.0%
 
-0.99948155 2 0.0%
 
-0.99945648 2 0.0%
 
-0.99949213 2 0.0%
 
-0.99943273 2 0.0%
 
-0.99900283 2 0.0%
 
Other values (7290) 7331 99.7%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99999771 1 0.0%
 
-0.99999619 1 0.0%
 
-0.99998024 1 0.0%
 
-0.99997559 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.46568106 1 0.0%
 
0.51726376 1 0.0%
 
0.51827049 1 0.0%
 
0.57042521 1 0.0%
 
1.0 1 0.0%
 

fBodyAccJerk-bandsEnergy()-49,64
Highly correlated

This variable is highly correlated with fBodyAccJerk-bandsEnergy()-49,56 and should be ignored for analysis

Correlation 0.99589

fBodyAccJerk-bandsEnergy()-49,64.1
Highly correlated

This variable is highly correlated with fBodyAccJerk-bandsEnergy()-49,56.1 and should be ignored for analysis

Correlation 0.99636

fBodyAccJerk-bandsEnergy()-49,64.2
Highly correlated

This variable is highly correlated with fBodyAccJerk-bandsEnergy()-49,56.2 and should be ignored for analysis

Correlation 0.99726

fBodyAccJerk-bandsEnergy()-57,64
Numeric

Distinct count 5865
Unique (%) 79.8%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.98406
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -1
Q1 -0.99999
Median -0.99989
Q3 -0.99136
95-th percentile -0.91782
Maximum 1
Range 2
Interquartile range 0.0086298

Descriptive statistics

Standard deviation 0.058027
Coef of variation -0.058967
Kurtosis 376.06
Mean -0.98406
MAD 0.02316
Skewness 14.706
Sum -7234.8
Variance 0.0033672
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99999983 12 0.2%
 
-0.99999978 10 0.1%
 
-0.99999894 10 0.1%
 
-0.99999945 10 0.1%
 
-0.99999913 10 0.1%
 
-0.99999835 10 0.1%
 
-0.99999973 10 0.1%
 
-0.99999964 10 0.1%
 
-0.99999936 10 0.1%
 
-0.99999984 10 0.1%
 
Other values (5855) 7250 98.6%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 2 0.0%
 
-0.99999999 6 0.1%
 
-0.99999998 6 0.1%
 
-0.99999997 4 0.1%
 
-0.99999996 9 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
-0.13714765 1 0.0%
 
-0.050218287 1 0.0%
 
0.25111069 1 0.0%
 
0.82381917 1 0.0%
 
1.0 1 0.0%
 

fBodyAccJerk-bandsEnergy()-57,64.1
Numeric

Distinct count 6745
Unique (%) 91.7%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.97097
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -1
Q1 -0.99997
Median -0.99959
Q3 -0.98413
95-th percentile -0.84862
Maximum 1
Range 2
Interquartile range 0.015833

Descriptive statistics

Standard deviation 0.094487
Coef of variation -0.097312
Kurtosis 120.36
Mean -0.97097
MAD 0.04179
Skewness 8.8179
Sum -7138.6
Variance 0.0089277
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99999632 6 0.1%
 
-0.99999879 6 0.1%
 
-0.9999961 5 0.1%
 
-0.99999433 5 0.1%
 
-0.99999809 4 0.1%
 
-0.99999969 4 0.1%
 
-0.99999967 4 0.1%
 
-0.99999436 4 0.1%
 
-0.99999786 4 0.1%
 
-0.99999479 4 0.1%
 
Other values (6735) 7306 99.4%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99999998 1 0.0%
 
-0.99999997 1 0.0%
 
-0.99999994 1 0.0%
 
-0.99999993 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.42851709 1 0.0%
 
0.63217328 1 0.0%
 
0.83869955 1 0.0%
 
0.90093988 1 0.0%
 
1.0 1 0.0%
 

fBodyAccJerk-bandsEnergy()-57,64.2
Numeric

Distinct count 7045
Unique (%) 95.8%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.96949
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99999
Q1 -0.99993
Median -0.9994
Q3 -0.98699
95-th percentile -0.84722
Maximum 1
Range 2
Interquartile range 0.012943

Descriptive statistics

Standard deviation 0.10577
Coef of variation -0.1091
Kurtosis 92.403
Mean -0.96949
MAD 0.045036
Skewness 8.1001
Sum -7127.7
Variance 0.011187
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99999904 4 0.1%
 
-0.99999567 4 0.1%
 
-0.99999772 3 0.0%
 
-0.9999948 3 0.0%
 
-0.99994497 3 0.0%
 
-0.99999733 3 0.0%
 
-0.99997119 3 0.0%
 
-0.99987066 3 0.0%
 
-0.99993451 3 0.0%
 
-0.9999979 3 0.0%
 
Other values (7035) 7320 99.6%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99999999 1 0.0%
 
-0.99999995 1 0.0%
 
-0.99999992 1 0.0%
 
-0.99999991 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.54227759 1 0.0%
 
0.65357499 1 0.0%
 
0.70650158 1 0.0%
 
0.93376564 1 0.0%
 
1.0 1 0.0%
 

fBodyAccJerk-bandsEnergy()-9,16
Highly correlated

This variable is highly correlated with fBodyAccJerk-energy()-X and should be ignored for analysis

Correlation 0.92659

fBodyAccJerk-bandsEnergy()-9,16.1
Highly correlated

This variable is highly correlated with fBodyAccJerk-energy()-Y and should be ignored for analysis

Correlation 0.917

fBodyAccJerk-bandsEnergy()-9,16.2
Highly correlated

This variable is highly correlated with fBodyAcc-bandsEnergy()-9,16.2 and should be ignored for analysis

Correlation 0.97993

fBodyAccJerk-energy()-X
Highly correlated

This variable is highly correlated with fBodyAccJerk-sma() and should be ignored for analysis

Correlation 0.921

fBodyAccJerk-energy()-Y
Highly correlated

This variable is highly correlated with fBodyAccJerk-sma() and should be ignored for analysis

Correlation 0.91997

fBodyAccJerk-energy()-Z
Highly correlated

This variable is highly correlated with fBodyAccJerk-max()-Z and should be ignored for analysis

Correlation 0.90814

fBodyAccJerk-entropy()-X
Highly correlated

This variable is highly correlated with fBodyAccJerk-iqr()-Y and should be ignored for analysis

Correlation 0.94034

fBodyAccJerk-entropy()-Y
Highly correlated

This variable is highly correlated with fBodyAccJerk-entropy()-X and should be ignored for analysis

Correlation 0.98867

fBodyAccJerk-entropy()-Z
Highly correlated

This variable is highly correlated with fBodyAccJerk-entropy()-Y and should be ignored for analysis

Correlation 0.97627

fBodyAccJerk-iqr()-X
Highly correlated

This variable is highly correlated with fBodyAccJerk-energy()-X and should be ignored for analysis

Correlation 0.93219

fBodyAccJerk-iqr()-Y
Highly correlated

This variable is highly correlated with fBodyAccJerk-iqr()-X and should be ignored for analysis

Correlation 0.93502

fBodyAccJerk-iqr()-Z
Highly correlated

This variable is highly correlated with fBodyAccJerk-energy()-Z and should be ignored for analysis

Correlation 0.90829

fBodyAccJerk-kurtosis()-X
Highly correlated

This variable is highly correlated with fBodyAccJerk-skewness()-X and should be ignored for analysis

Correlation 0.94787

fBodyAccJerk-kurtosis()-Y
Highly correlated

This variable is highly correlated with fBodyAccJerk-skewness()-Y and should be ignored for analysis

Correlation 0.93356

fBodyAccJerk-kurtosis()-Z
Highly correlated

This variable is highly correlated with fBodyAccJerk-skewness()-Z and should be ignored for analysis

Correlation 0.93491

fBodyAccJerk-mad()-X
Highly correlated

This variable is highly correlated with fBodyAccJerk-std()-Y and should be ignored for analysis

Correlation 0.94422

fBodyAccJerk-mad()-Y
Highly correlated

This variable is highly correlated with fBodyAccJerk-mad()-X and should be ignored for analysis

Correlation 0.95216

fBodyAccJerk-mad()-Z
Highly correlated

This variable is highly correlated with fBodyAccJerk-mad()-X and should be ignored for analysis

Correlation 0.90969

fBodyAccJerk-max()-X
Highly correlated

This variable is highly correlated with fBodyAccJerk-mad()-Y and should be ignored for analysis

Correlation 0.92337

fBodyAccJerk-max()-Y
Highly correlated

This variable is highly correlated with fBodyAccJerk-mad()-Y and should be ignored for analysis

Correlation 0.96708

fBodyAccJerk-max()-Z
Highly correlated

This variable is highly correlated with fBodyAccJerk-mad()-Z and should be ignored for analysis

Correlation 0.96539

fBodyAccJerk-maxInds-X
Numeric

Distinct count 48
Unique (%) 0.7%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.42211
Minimum -1
Maximum 1
Zeros (%) 2.6%

Quantile statistics

Minimum -1
5-th percentile -0.88
Q1 -0.68
Median -0.4
Q3 -0.16
95-th percentile 0.08
Maximum 1
Range 2
Interquartile range 0.52

Descriptive statistics

Standard deviation 0.32669
Coef of variation -0.77395
Kurtosis -0.44931
Mean -0.42211
MAD 0.27277
Skewness 0.23312
Sum -3103.3
Variance 0.10673
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.88 729 9.9%
 
-0.84 589 8.0%
 
-0.32 391 5.3%
 
-0.48 354 4.8%
 
-0.68 348 4.7%
 
-0.36 344 4.7%
 
-0.24 337 4.6%
 
-0.52 331 4.5%
 
-0.28 299 4.1%
 
-0.16 290 3.9%
 
Other values (38) 3340 45.4%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 74 1.0%
 
-0.96 1 0.0%
 
-0.92 67 0.9%
 
-0.88 729 9.9%
 
-0.84 589 8.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.76 4 0.1%
 
0.8 1 0.0%
 
0.88 1 0.0%
 
0.96 3 0.0%
 
1.0 3 0.0%
 

fBodyAccJerk-maxInds-Y
Numeric

Distinct count 48
Unique (%) 0.7%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.39882
Minimum -1
Maximum 1
Zeros (%) 1.5%

Quantile statistics

Minimum -1
5-th percentile -0.84
Q1 -0.56
Median -0.4
Q3 -0.24
95-th percentile 0.08
Maximum 1
Range 2
Interquartile range 0.32

Descriptive statistics

Standard deviation 0.26797
Coef of variation -0.67189
Kurtosis 0.92213
Mean -0.39882
MAD 0.20725
Skewness 0.50584
Sum -2932.2
Variance 0.071806
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.44 518 7.0%
 
-0.32 478 6.5%
 
-0.4 471 6.4%
 
-0.48 464 6.3%
 
-0.52 436 5.9%
 
-0.36 423 5.8%
 
-0.56 421 5.7%
 
-0.28 397 5.4%
 
-0.6 343 4.7%
 
-0.24 342 4.7%
 
Other values (38) 3059 41.6%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 74 1.0%
 
-0.96 5 0.1%
 
-0.92 39 0.5%
 
-0.88 176 2.4%
 
-0.84 105 1.4%
 

Maximum 5 values

Value Count Frequency (%)  
0.76 2 0.0%
 
0.8 1 0.0%
 
0.88 1 0.0%
 
0.92 4 0.1%
 
1.0 2 0.0%
 

fBodyAccJerk-maxInds-Z
Numeric

Distinct count 49
Unique (%) 0.7%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.33046
Minimum -1
Maximum 0.96
Zeros (%) 2.6%

Quantile statistics

Minimum -1
5-th percentile -0.88
Q1 -0.52
Median -0.32
Q3 -0.16
95-th percentile 0.16
Maximum 0.96
Range 1.96
Interquartile range 0.36

Descriptive statistics

Standard deviation 0.29774
Coef of variation -0.90099
Kurtosis 0.38305
Mean -0.33046
MAD 0.22982
Skewness 0.033186
Sum -2429.5
Variance 0.088649
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.32 497 6.8%
 
-0.28 488 6.6%
 
-0.36 475 6.5%
 
-0.24 400 5.4%
 
-0.2 378 5.1%
 
-0.4 377 5.1%
 
-0.48 374 5.1%
 
-0.44 366 5.0%
 
-0.16 341 4.6%
 
-0.12 308 4.2%
 
Other values (39) 3348 45.5%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 88 1.2%
 
-0.96 192 2.6%
 
-0.92 14 0.2%
 
-0.88 172 2.3%
 
-0.84 110 1.5%
 

Maximum 5 values

Value Count Frequency (%)  
0.8 6 0.1%
 
0.84 1 0.0%
 
0.88 2 0.0%
 
0.92 1 0.0%
 
0.96 2 0.0%
 

fBodyAccJerk-mean()-X
Highly correlated

This variable is highly correlated with fBodyAcc-bandsEnergy()-1,24 and should be ignored for analysis

Correlation 0.90259

fBodyAccJerk-mean()-Y
Highly correlated

This variable is highly correlated with fBodyAccJerk-mean()-X and should be ignored for analysis

Correlation 0.9563

fBodyAccJerk-mean()-Z
Highly correlated

This variable is highly correlated with fBodyAccJerk-mean()-Y and should be ignored for analysis

Correlation 0.90823

fBodyAccJerk-meanFreq()-X
Highly correlated

This variable is highly correlated with tBodyAccJerk-arCoeff()-X,1 and should be ignored for analysis

Correlation 0.92653

fBodyAccJerk-meanFreq()-Y
Highly correlated

This variable is highly correlated with tBodyAccJerk-arCoeff()-Y,1 and should be ignored for analysis

Correlation 0.90164

fBodyAccJerk-meanFreq()-Z
Highly correlated

This variable is highly correlated with tBodyAcc-arCoeff()-Z,1 and should be ignored for analysis

Correlation 0.90048

fBodyAccJerk-min()-X
Numeric

Distinct count 7344
Unique (%) 99.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.88196
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99905
Q1 -0.99519
Median -0.98426
Q3 -0.8322
95-th percentile -0.48193
Maximum 1
Range 2
Interquartile range 0.16299

Descriptive statistics

Standard deviation 0.19099
Coef of variation -0.21655
Kurtosis 8.5677
Mean -0.88196
MAD 0.1376
Skewness 2.5006
Sum -6484.2
Variance 0.036477
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99709868 2 0.0%
 
-0.99539435 2 0.0%
 
-0.9981482 2 0.0%
 
-0.99956915 2 0.0%
 
-0.99723785 2 0.0%
 
-0.99472674 2 0.0%
 
-0.99280746 2 0.0%
 
-0.99099316 2 0.0%
 
-0.99056384 1 0.0%
 
-0.65181748 1 0.0%
 
Other values (7334) 7334 99.8%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99998948 1 0.0%
 
-0.99998788 1 0.0%
 
-0.99998786 1 0.0%
 
-0.99998526 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.48089848 1 0.0%
 
0.50781676 1 0.0%
 
0.65456683 1 0.0%
 
0.77485807 1 0.0%
 
1.0 1 0.0%
 

fBodyAccJerk-min()-Y
Numeric

Distinct count 7349
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.86147
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99831
Q1 -0.99158
Median -0.97192
Q3 -0.80231
95-th percentile -0.41543
Maximum 1
Range 2
Interquartile range 0.18927

Descriptive statistics

Standard deviation 0.21394
Coef of variation -0.24835
Kurtosis 7.5663
Mean -0.86147
MAD 0.15485
Skewness 2.4114
Sum -6333.5
Variance 0.045772
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99440019 2 0.0%
 
-0.99187613 2 0.0%
 
-0.99473986 2 0.0%
 
-0.99801226 1 0.0%
 
-0.49864179 1 0.0%
 
-0.71360747 1 0.0%
 
-0.8966012 1 0.0%
 
-0.72453039 1 0.0%
 
-0.82999054 1 0.0%
 
-0.98177575 1 0.0%
 
Other values (7339) 7339 99.8%
 

Minimum 5 values

Value Count Frequency (%)  
-0.99999774 1 0.0%
 
-0.99999737 1 0.0%
 
-0.99999726 1 0.0%
 
-0.99999592 1 0.0%
 
-0.99999452 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.57614364 1 0.0%
 
0.62467765 1 0.0%
 
0.74237336 1 0.0%
 
0.93358012 1 0.0%
 
1.0 1 0.0%
 

fBodyAccJerk-min()-Z
Numeric

Distinct count 7348
Unique (%) 99.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.88284
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99779
Q1 -0.98932
Median -0.97022
Q3 -0.84293
95-th percentile -0.50634
Maximum 1
Range 2
Interquartile range 0.1464

Descriptive statistics

Standard deviation 0.18466
Coef of variation -0.20916
Kurtosis 11.726
Mean -0.88284
MAD 0.12745
Skewness 2.8676
Sum -6490.7
Variance 0.034099
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.98665251 2 0.0%
 
-0.98893536 2 0.0%
 
-0.99616237 2 0.0%
 
-0.99679106 2 0.0%
 
-0.94725939 1 0.0%
 
-0.9666848 1 0.0%
 
-0.9851111 1 0.0%
 
-0.99146318 1 0.0%
 
-0.91344946 1 0.0%
 
-0.47548618 1 0.0%
 
Other values (7338) 7338 99.8%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99999433 1 0.0%
 
-0.99998184 1 0.0%
 
-0.99996752 1 0.0%
 
-0.99994854 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.62177563 1 0.0%
 
0.62876808 1 0.0%
 
0.6298199 1 0.0%
 
0.80385973 1 0.0%
 
1.0 1 0.0%
 

fBodyAccJerk-skewness()-X
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.32099
Minimum -1
Maximum 0.82921
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.66255
Q1 -0.50888
Median -0.35915
Q3 -0.17119
95-th percentile 0.14246
Maximum 0.82921
Range 1.8292
Interquartile range 0.33769

Descriptive statistics

Standard deviation 0.2552
Coef of variation -0.79503
Kurtosis 0.86512
Mean -0.32099
MAD 0.20172
Skewness 0.82615
Sum -2359.9
Variance 0.065127
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.41986809 1 0.0%
 
-0.15780289 1 0.0%
 
-0.70347611 1 0.0%
 
-0.40044965 1 0.0%
 
0.231315 1 0.0%
 
-0.070810893 1 0.0%
 
-0.4239481 1 0.0%
 
-0.39828302 1 0.0%
 
-0.58641643 1 0.0%
 
-0.41941737 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.9911018 1 0.0%
 
-0.94868378 1 0.0%
 
-0.91890769 1 0.0%
 
-0.90020214 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.7730792 1 0.0%
 
0.7839319 1 0.0%
 
0.78448605 1 0.0%
 
0.78613288 1 0.0%
 
0.82920557 1 0.0%
 

fBodyAccJerk-skewness()-Y
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.39613
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.6561
Q1 -0.5351
Median -0.41747
Q3 -0.28791
95-th percentile -0.054035
Maximum 1
Range 2
Interquartile range 0.24719

Descriptive statistics

Standard deviation 0.19055
Coef of variation -0.48103
Kurtosis 2.2998
Mean -0.39613
MAD 0.14828
Skewness 0.95611
Sum -2912.3
Variance 0.036308
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.50700866 1 0.0%
 
-0.56031771 1 0.0%
 
-0.70131207 1 0.0%
 
-0.041135477 1 0.0%
 
-0.23995393 1 0.0%
 
-0.55441536 1 0.0%
 
-0.3518338 1 0.0%
 
-0.28626125 1 0.0%
 
-0.35420612 1 0.0%
 
-0.3587972 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.90527367 1 0.0%
 
-0.89446822 1 0.0%
 
-0.85163287 1 0.0%
 
-0.83172246 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.67898193 1 0.0%
 
0.79521656 1 0.0%
 
0.91822918 1 0.0%
 
0.94657137 1 0.0%
 
1.0 1 0.0%
 

fBodyAccJerk-skewness()-Z
Numeric

Distinct count 7351
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.48669
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.75088
Q1 -0.62891
Median -0.52018
Q3 -0.38204
95-th percentile -0.11105
Maximum 1
Range 2
Interquartile range 0.24687

Descriptive statistics

Standard deviation 0.2027
Coef of variation -0.4165
Kurtosis 2.8045
Mean -0.48669
MAD 0.15525
Skewness 1.162
Sum -3578.1
Variance 0.041089
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.50369776 2 0.0%
 
-0.72670053 1 0.0%
 
-0.31886775 1 0.0%
 
-0.58193971 1 0.0%
 
0.31114324 1 0.0%
 
-0.68653675 1 0.0%
 
-0.90730244 1 0.0%
 
-0.39803777 1 0.0%
 
-0.55083265 1 0.0%
 
-0.62558145 1 0.0%
 
Other values (7341) 7341 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.97666752 1 0.0%
 
-0.97050595 1 0.0%
 
-0.93834197 1 0.0%
 
-0.91672714 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.73136447 1 0.0%
 
0.76091503 1 0.0%
 
0.81273782 1 0.0%
 
0.85859182 1 0.0%
 
1.0 1 0.0%
 

fBodyAccJerk-sma()
Highly correlated

This variable is highly correlated with fBodyAccJerk-max()-Z and should be ignored for analysis

Correlation 0.90458

fBodyAccJerk-std()-X
Highly correlated

This variable is highly correlated with fBodyAccJerk-mean()-Z and should be ignored for analysis

Correlation 0.9127

fBodyAccJerk-std()-Y
Highly correlated

This variable is highly correlated with fBodyAccJerk-std()-X and should be ignored for analysis

Correlation 0.94319

fBodyAccJerk-std()-Z
Highly correlated

This variable is highly correlated with fBodyAccJerk-mean()-Z and should be ignored for analysis

Correlation 0.98676

fBodyAccMag-energy()
Highly correlated

This variable is highly correlated with fBodyAccMag-sma() and should be ignored for analysis

Correlation 0.94067

fBodyAccMag-entropy()
Highly correlated

This variable is highly correlated with fBodyAccMag-iqr() and should be ignored for analysis

Correlation 0.92244

fBodyAccMag-iqr()
Highly correlated

This variable is highly correlated with fBodyAccMag-energy() and should be ignored for analysis

Correlation 0.91236

fBodyAccMag-kurtosis()
Highly correlated

This variable is highly correlated with fBodyAccMag-skewness() and should be ignored for analysis

Correlation 0.97928

fBodyAccMag-mad()
Highly correlated

This variable is highly correlated with fBodyAccMag-std() and should be ignored for analysis

Correlation 0.98918

fBodyAccMag-max()
Highly correlated

This variable is highly correlated with fBodyAccMag-mad() and should be ignored for analysis

Correlation 0.94375

fBodyAccMag-maxInds
Numeric

Distinct count 29
Unique (%) 0.4%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.75115
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -1
Q1 -1
Median -0.7931
Q3 -0.51724
95-th percentile -0.31034
Maximum 1
Range 2
Interquartile range 0.48276

Descriptive statistics

Standard deviation 0.26874
Coef of variation -0.35776
Kurtosis 2.1645
Mean -0.75115
MAD 0.22059
Skewness 1.2807
Sum -5522.5
Variance 0.072219
Memory size 57.5 KiB
Value Count Frequency (%)  
-1.0 2077 28.3%
 
-0.93103448 1158 15.8%
 
-0.79310345 1039 14.1%
 
-0.44827586 803 10.9%
 
-0.51724138 412 5.6%
 
-0.37931034 397 5.4%
 
-0.86206897 380 5.2%
 
-0.72413793 358 4.9%
 
-0.5862069 192 2.6%
 
-0.31034483 135 1.8%
 
Other values (19) 401 5.5%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 2077 28.3%
 
-0.93103448 1158 15.8%
 
-0.86206897 380 5.2%
 
-0.79310345 1039 14.1%
 
-0.72413793 358 4.9%
 

Maximum 5 values

Value Count Frequency (%)  
0.65517241 2 0.0%
 
0.72413793 4 0.1%
 
0.86206897 1 0.0%
 
0.93103448 1 0.0%
 
1.0 1 0.0%
 

fBodyAccMag-mean()
Highly correlated

This variable is highly correlated with fBodyGyro-entropy()-Z and should be ignored for analysis

Correlation 0.91654

fBodyAccMag-meanFreq()
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.073137
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.36183
Q1 -0.09894
Median 0.067694
Q3 0.2417
95-th percentile 0.53614
Maximum 1
Range 2
Interquartile range 0.34064

Descriptive statistics

Standard deviation 0.26725
Coef of variation 3.6541
Kurtosis 0.16167
Mean 0.073137
MAD 0.21007
Skewness 0.020383
Sum 537.7
Variance 0.071421
Memory size 57.5 KiB
Value Count Frequency (%)  
0.21904415 1 0.0%
 
-0.10177541 1 0.0%
 
-0.013571787 1 0.0%
 
-0.16535316 1 0.0%
 
-0.54144814 1 0.0%
 
0.40787428 1 0.0%
 
0.16438466 1 0.0%
 
-0.16518714 1 0.0%
 
-0.45969454 1 0.0%
 
0.052947468 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.92491884 1 0.0%
 
-0.8873453 1 0.0%
 
-0.87913229 1 0.0%
 
-0.86217459 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.90908317 1 0.0%
 
0.91806564 1 0.0%
 
0.94476734 1 0.0%
 
0.98358032 1 0.0%
 
1.0 1 0.0%
 

fBodyAccMag-min()
Numeric

Distinct count 7348
Unique (%) 99.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.89083
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99752
Q1 -0.99179
Median -0.97086
Q3 -0.83927
95-th percentile -0.57594
Maximum 1
Range 2
Interquartile range 0.15252

Descriptive statistics

Standard deviation 0.1615
Coef of variation -0.1813
Kurtosis 13.146
Mean -0.89083
MAD 0.11427
Skewness 2.8285
Sum -6549.4
Variance 0.026083
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99755111 2 0.0%
 
-0.97755281 2 0.0%
 
-0.9950422 2 0.0%
 
-0.98942043 2 0.0%
 
-0.99151347 1 0.0%
 
-0.61152835 1 0.0%
 
-0.94706196 1 0.0%
 
-0.56023219 1 0.0%
 
-0.96366286 1 0.0%
 
-0.96091334 1 0.0%
 
Other values (7338) 7338 99.8%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.9999978 1 0.0%
 
-0.99997894 1 0.0%
 
-0.99996947 1 0.0%
 
-0.99995032 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.43746629 1 0.0%
 
0.47085286 1 0.0%
 
0.49659509 1 0.0%
 
0.81537553 1 0.0%
 
1.0 1 0.0%
 

fBodyAccMag-skewness()
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.34726
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.75817
Q1 -0.57469
Median -0.4185
Q3 -0.19637
95-th percentile 0.34247
Maximum 1
Range 2
Interquartile range 0.37832

Descriptive statistics

Standard deviation 0.32865
Coef of variation -0.94641
Kurtosis 1.3907
Mean -0.34726
MAD 0.2507
Skewness 1.1564
Sum -2553
Variance 0.10801
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.6308282 1 0.0%
 
-0.67359481 1 0.0%
 
-0.60347762 1 0.0%
 
-0.69847375 1 0.0%
 
-0.6775217 1 0.0%
 
0.035705266 1 0.0%
 
-0.30351687 1 0.0%
 
0.2935675 1 0.0%
 
-0.25833241 1 0.0%
 
-0.76191502 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.98170603 1 0.0%
 
-0.97082134 1 0.0%
 
-0.92938956 1 0.0%
 
-0.91802018 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.95293725 1 0.0%
 
0.95792128 1 0.0%
 
0.96318324 1 0.0%
 
0.98944178 1 0.0%
 
1.0 1 0.0%
 

fBodyAccMag-sma()
Highly correlated

This variable is highly correlated with fBodyAccMag-max() and should be ignored for analysis

Correlation 0.92712

fBodyAccMag-std()
Highly correlated

This variable is highly correlated with fBodyAccMag-mean() and should be ignored for analysis

Correlation 0.97274

fBodyBodyAccJerkMag-energy()
Highly correlated

This variable is highly correlated with fBodyBodyAccJerkMag-sma() and should be ignored for analysis

Correlation 0.94584

fBodyBodyAccJerkMag-entropy()
Highly correlated

This variable is highly correlated with fBodyBodyAccJerkMag-iqr() and should be ignored for analysis

Correlation 0.95498

fBodyBodyAccJerkMag-iqr()
Highly correlated

This variable is highly correlated with fBodyBodyAccJerkMag-energy() and should be ignored for analysis

Correlation 0.92664

fBodyBodyAccJerkMag-kurtosis()
Highly correlated

This variable is highly correlated with fBodyBodyAccJerkMag-skewness() and should be ignored for analysis

Correlation 0.97308

fBodyBodyAccJerkMag-mad()
Highly correlated

This variable is highly correlated with fBodyBodyAccJerkMag-std() and should be ignored for analysis

Correlation 0.99089

fBodyBodyAccJerkMag-max()
Highly correlated

This variable is highly correlated with fBodyBodyAccJerkMag-mad() and should be ignored for analysis

Correlation 0.95518

fBodyBodyAccJerkMag-maxInds
Numeric

Distinct count 57
Unique (%) 0.8%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.87799
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -1
Q1 -0.96825
Median -0.90476
Q3 -0.87302
95-th percentile -0.65079
Maximum 1
Range 2
Interquartile range 0.095238

Descriptive statistics

Standard deviation 0.18864
Coef of variation -0.21485
Kurtosis 30.83
Mean -0.87799
MAD 0.090093
Skewness 5.0089
Sum -6455
Variance 0.035584
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.9047619 2056 28.0%
 
-1.0 1446 19.7%
 
-0.87301587 1313 17.9%
 
-0.96825397 679 9.2%
 
-0.93650794 657 8.9%
 
-0.84126984 204 2.8%
 
-0.80952381 178 2.4%
 
-0.77777778 132 1.8%
 
-0.74603175 120 1.6%
 
-0.71428571 85 1.2%
 
Other values (47) 482 6.6%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1446 19.7%
 
-0.96825397 679 9.2%
 
-0.93650794 657 8.9%
 
-0.9047619 2056 28.0%
 
-0.87301587 1313 17.9%
 

Maximum 5 values

Value Count Frequency (%)  
0.68253968 1 0.0%
 
0.71428571 2 0.0%
 
0.80952381 1 0.0%
 
0.93650794 1 0.0%
 
1.0 2 0.0%
 

fBodyBodyAccJerkMag-mean()
Highly correlated

This variable is highly correlated with fBodyAccMag-entropy() and should be ignored for analysis

Correlation 0.93344

fBodyBodyAccJerkMag-meanFreq()
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.1782
Minimum -1
Maximum 0.97582
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.22562
Q1 -0.0004095
Median 0.16865
Q3 0.36424
95-th percentile 0.59583
Maximum 0.97582
Range 1.9758
Interquartile range 0.36465

Descriptive statistics

Standard deviation 0.25376
Coef of variation 1.424
Kurtosis -0.18198
Mean 0.1782
MAD 0.20596
Skewness -0.057827
Sum 1310.1
Variance 0.064392
Memory size 57.5 KiB
Value Count Frequency (%)  
0.48244875 1 0.0%
 
0.017680274 1 0.0%
 
-0.058404717 1 0.0%
 
0.33570642 1 0.0%
 
-0.58377613 1 0.0%
 
-0.021512684 1 0.0%
 
0.055726099 1 0.0%
 
0.13937661 1 0.0%
 
-0.042856298 1 0.0%
 
0.020129979 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.75515349 1 0.0%
 
-0.72831363 1 0.0%
 
-0.71264178 1 0.0%
 
-0.69351892 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.86839632 1 0.0%
 
0.87188643 1 0.0%
 
0.88592981 1 0.0%
 
0.89274342 1 0.0%
 
0.97582069 1 0.0%
 

fBodyBodyAccJerkMag-min()
Numeric

Distinct count 7346
Unique (%) 99.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.80628
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99555
Q1 -0.98715
Median -0.96279
Q3 -0.68409
95-th percentile -0.2395
Maximum 1
Range 2
Interquartile range 0.30306

Descriptive statistics

Standard deviation 0.26954
Coef of variation -0.3343
Kurtosis 4.0834
Mean -0.80628
MAD 0.20885
Skewness 1.8764
Sum -5927.7
Variance 0.072649
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99035528 2 0.0%
 
-0.98547921 2 0.0%
 
-0.9862836 2 0.0%
 
-0.97428269 2 0.0%
 
-0.98993296 2 0.0%
 
-0.97984944 2 0.0%
 
-0.78445601 1 0.0%
 
-0.98191518 1 0.0%
 
-0.84608595 1 0.0%
 
-0.97872301 1 0.0%
 
Other values (7336) 7336 99.8%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99998886 1 0.0%
 
-0.99996345 1 0.0%
 
-0.99988977 1 0.0%
 
-0.99988611 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.76846184 1 0.0%
 
0.897466 1 0.0%
 
0.91222553 1 0.0%
 
0.91423579 1 0.0%
 
1.0 1 0.0%
 

fBodyBodyAccJerkMag-skewness()
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.31297
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.78325
Q1 -0.60749
Median -0.36478
Q3 -0.082569
95-th percentile 0.36597
Maximum 1
Range 2
Interquartile range 0.52492

Descriptive statistics

Standard deviation 0.35863
Coef of variation -1.1459
Kurtosis -0.16986
Mean -0.31297
MAD 0.29343
Skewness 0.65357
Sum -2300.9
Variance 0.12862
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.57219962 1 0.0%
 
-0.2926665 1 0.0%
 
-0.39303324 1 0.0%
 
-0.41241356 1 0.0%
 
0.048921903 1 0.0%
 
0.26097116 1 0.0%
 
0.39663498 1 0.0%
 
-0.67601882 1 0.0%
 
-0.70874331 1 0.0%
 
0.10782834 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.9900438 1 0.0%
 
-0.97216005 1 0.0%
 
-0.97059582 1 0.0%
 
-0.9523325 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.88989097 1 0.0%
 
0.89511344 1 0.0%
 
0.91203297 1 0.0%
 
0.92826962 1 0.0%
 
1.0 1 0.0%
 

fBodyBodyAccJerkMag-sma()
Highly correlated

This variable is highly correlated with fBodyBodyAccJerkMag-max() and should be ignored for analysis

Correlation 0.95138

fBodyBodyAccJerkMag-std()
Highly correlated

This variable is highly correlated with fBodyBodyAccJerkMag-mean() and should be ignored for analysis

Correlation 0.98309

fBodyBodyGyroJerkMag-energy()
Highly correlated

This variable is highly correlated with fBodyBodyGyroJerkMag-std() and should be ignored for analysis

Correlation 0.90003

fBodyBodyGyroJerkMag-entropy()
Highly correlated

This variable is highly correlated with fBodyBodyGyroMag-entropy() and should be ignored for analysis

Correlation 0.98222

fBodyBodyGyroJerkMag-iqr()
Highly correlated

This variable is highly correlated with fBodyBodyGyroJerkMag-sma() and should be ignored for analysis

Correlation 0.9819

fBodyBodyGyroJerkMag-kurtosis()
Highly correlated

This variable is highly correlated with fBodyBodyGyroJerkMag-skewness() and should be ignored for analysis

Correlation 0.96732

fBodyBodyGyroJerkMag-mad()
Highly correlated

This variable is highly correlated with fBodyBodyGyroJerkMag-std() and should be ignored for analysis

Correlation 0.9931

fBodyBodyGyroJerkMag-max()
Highly correlated

This variable is highly correlated with fBodyBodyGyroJerkMag-mad() and should be ignored for analysis

Correlation 0.96324

fBodyBodyGyroJerkMag-maxInds
Numeric

Distinct count 52
Unique (%) 0.7%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.89886
Minimum -1
Maximum 0.96825
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -1
Q1 -0.96825
Median -0.90476
Q3 -0.87302
95-th percentile -0.71429
Maximum 0.96825
Range 1.9683
Interquartile range 0.095238

Descriptive statistics

Standard deviation 0.14313
Coef of variation -0.15924
Kurtosis 40.014
Mean -0.89886
MAD 0.073719
Skewness 5.1868
Sum -6608.4
Variance 0.020488
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.9047619 1818 24.7%
 
-1.0 1695 23.1%
 
-0.87301587 1105 15.0%
 
-0.93650794 953 13.0%
 
-0.96825397 763 10.4%
 
-0.84126984 187 2.5%
 
-0.80952381 174 2.4%
 
-0.74603175 124 1.7%
 
-0.77777778 114 1.6%
 
-0.71428571 65 0.9%
 
Other values (42) 354 4.8%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1695 23.1%
 
-0.96825397 763 10.4%
 
-0.93650794 953 13.0%
 
-0.9047619 1818 24.7%
 
-0.87301587 1105 15.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.68253968 1 0.0%
 
0.71428571 2 0.0%
 
0.77777778 1 0.0%
 
0.93650794 1 0.0%
 
0.96825397 1 0.0%
 

fBodyBodyGyroJerkMag-mean()
Highly correlated

This variable is highly correlated with fBodyBodyGyroMag-iqr() and should be ignored for analysis

Correlation 0.917

fBodyBodyGyroJerkMag-meanFreq()
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.12529
Minimum -1
Maximum 0.9467
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.31947
Q1 -0.023692
Median 0.134
Q3 0.2891
95-th percentile 0.52447
Maximum 0.9467
Range 1.9467
Interquartile range 0.31279

Descriptive statistics

Standard deviation 0.25099
Coef of variation 2.0032
Kurtosis 0.46923
Mean 0.12529
MAD 0.19519
Skewness -0.32355
Sum 921.16
Variance 0.062998
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.074730065 1 0.0%
 
0.14238715 1 0.0%
 
0.076343619 1 0.0%
 
0.11256129 1 0.0%
 
0.089420592 1 0.0%
 
-0.16381884 1 0.0%
 
0.31312472 1 0.0%
 
0.2303116 1 0.0%
 
0.43753214 1 0.0%
 
-0.13580994 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.9657249 1 0.0%
 
-0.91586641 1 0.0%
 
-0.86956958 1 0.0%
 
-0.85241433 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.86051233 1 0.0%
 
0.87099226 1 0.0%
 
0.87989206 1 0.0%
 
0.91857638 1 0.0%
 
0.94669994 1 0.0%
 

fBodyBodyGyroJerkMag-min()
Numeric

Distinct count 7348
Unique (%) 99.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.87193
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99823
Q1 -0.99407
Median -0.97568
Q3 -0.80826
95-th percentile -0.47699
Maximum 1
Range 2
Interquartile range 0.1858

Descriptive statistics

Standard deviation 0.19334
Coef of variation -0.22174
Kurtosis 8.3829
Mean -0.87193
MAD 0.14057
Skewness 2.4335
Sum -6410.4
Variance 0.037382
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99934607 2 0.0%
 
-0.99822009 2 0.0%
 
-0.99593417 2 0.0%
 
-0.99522321 2 0.0%
 
-0.75978734 1 0.0%
 
-0.97545704 1 0.0%
 
-0.91574529 1 0.0%
 
-0.70153939 1 0.0%
 
-0.19538046 1 0.0%
 
-0.45422856 1 0.0%
 
Other values (7338) 7338 99.8%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99997944 1 0.0%
 
-0.99994856 1 0.0%
 
-0.9999371 1 0.0%
 
-0.99993456 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.34357746 1 0.0%
 
0.45839729 1 0.0%
 
0.60432833 1 0.0%
 
0.94136388 1 0.0%
 
1.0 1 0.0%
 

fBodyBodyGyroJerkMag-skewness()
Numeric

Distinct count 7351
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.30701
Minimum -0.99536
Maximum 0.98954
Zeros (%) 0.0%

Quantile statistics

Minimum -0.99536
5-th percentile -0.75475
Q1 -0.5426
Median -0.34369
Q3 -0.12698
95-th percentile 0.30567
Maximum 0.98954
Range 1.9849
Interquartile range 0.41562

Descriptive statistics

Standard deviation 0.32101
Coef of variation -1.0456
Kurtosis 0.51468
Mean -0.30701
MAD 0.25335
Skewness 0.74234
Sum -2257.1
Variance 0.10305
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.64499035 2 0.0%
 
-0.60759065 1 0.0%
 
-0.26037998 1 0.0%
 
-0.097844545 1 0.0%
 
-0.31969297 1 0.0%
 
-0.64724047 1 0.0%
 
-0.53743316 1 0.0%
 
-0.12613558 1 0.0%
 
0.51726435 1 0.0%
 
-0.54115438 1 0.0%
 
Other values (7341) 7341 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-0.99535747 1 0.0%
 
-0.97926089 1 0.0%
 
-0.96055904 1 0.0%
 
-0.95608218 1 0.0%
 
-0.95523732 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.92043777 1 0.0%
 
0.94111345 1 0.0%
 
0.94130486 1 0.0%
 
0.96012127 1 0.0%
 
0.98953847 1 0.0%
 

fBodyBodyGyroJerkMag-sma()
Highly correlated

This variable is highly correlated with fBodyBodyGyroJerkMag-max() and should be ignored for analysis

Correlation 0.95293

fBodyBodyGyroJerkMag-std()
Highly correlated

This variable is highly correlated with fBodyBodyGyroJerkMag-mean() and should be ignored for analysis

Correlation 0.98072

fBodyBodyGyroMag-energy()
Highly correlated

This variable is highly correlated with fBodyBodyGyroMag-sma() and should be ignored for analysis

Correlation 0.90994

fBodyBodyGyroMag-entropy()
Highly correlated

This variable is highly correlated with fBodyBodyGyroMag-sma() and should be ignored for analysis

Correlation 0.91287

fBodyBodyGyroMag-iqr()
Highly correlated

This variable is highly correlated with fBodyBodyGyroMag-sma() and should be ignored for analysis

Correlation 0.96673

fBodyBodyGyroMag-kurtosis()
Highly correlated

This variable is highly correlated with fBodyBodyGyroMag-skewness() and should be ignored for analysis

Correlation 0.97868

fBodyBodyGyroMag-mad()
Highly correlated

This variable is highly correlated with fBodyBodyGyroMag-std() and should be ignored for analysis

Correlation 0.9882

fBodyBodyGyroMag-max()
Highly correlated

This variable is highly correlated with fBodyBodyGyroMag-mad() and should be ignored for analysis

Correlation 0.94851

fBodyBodyGyroMag-maxInds
Numeric

Distinct count 27
Unique (%) 0.4%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.88944
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -1
Q1 -1
Median -0.94872
Q3 -0.84615
95-th percentile -0.53846
Maximum 1
Range 2
Interquartile range 0.15385

Descriptive statistics

Standard deviation 0.15765
Coef of variation -0.17725
Kurtosis 11.584
Mean -0.88944
MAD 0.11135
Skewness 2.61
Sum -6539.2
Variance 0.024854
Memory size 57.5 KiB
Value Count Frequency (%)  
-1.0 3022 41.1%
 
-0.94871795 1188 16.2%
 
-0.84615385 1066 14.5%
 
-0.8974359 599 8.1%
 
-0.79487179 552 7.5%
 
-0.58974359 166 2.3%
 
-0.69230769 143 1.9%
 
-0.64102564 133 1.8%
 
-0.53846154 121 1.6%
 
-0.74358974 114 1.6%
 
Other values (17) 248 3.4%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 3022 41.1%
 
-0.94871795 1188 16.2%
 
-0.8974359 599 8.1%
 
-0.84615385 1066 14.5%
 
-0.79487179 552 7.5%
 

Maximum 5 values

Value Count Frequency (%)  
0.12820513 4 0.1%
 
0.23076923 3 0.0%
 
0.33333333 1 0.0%
 
0.94871795 1 0.0%
 
1.0 1 0.0%
 

fBodyBodyGyroMag-mean()
Highly correlated

This variable is highly correlated with fBodyBodyAccJerkMag-entropy() and should be ignored for analysis

Correlation 0.91939

fBodyBodyGyroMag-meanFreq()
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.046516
Minimum -0.9975
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -0.9975
5-th percentile -0.49469
Q1 -0.24088
Median -0.061597
Q3 0.14879
95-th percentile 0.43269
Maximum 1
Range 1.9975
Interquartile range 0.38968

Descriptive statistics

Standard deviation 0.28266
Coef of variation -6.0767
Kurtosis -0.07719
Mean -0.046516
MAD 0.22746
Skewness 0.11194
Sum -341.99
Variance 0.079899
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.171918 1 0.0%
 
0.29961282 1 0.0%
 
-0.021437262 1 0.0%
 
0.44008182 1 0.0%
 
0.28072036 1 0.0%
 
-0.027282543 1 0.0%
 
0.35020815 1 0.0%
 
-0.40764132 1 0.0%
 
-0.21982993 1 0.0%
 
-0.28896159 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-0.99750026 1 0.0%
 
-0.99624245 1 0.0%
 
-0.96880352 1 0.0%
 
-0.96737822 1 0.0%
 
-0.96273911 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.92733098 1 0.0%
 
0.9370304 1 0.0%
 
0.94984983 1 0.0%
 
0.96817113 1 0.0%
 
1.0 1 0.0%
 

fBodyBodyGyroMag-min()
Numeric

Distinct count 7347
Unique (%) 99.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.8851
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99854
Q1 -0.99419
Median -0.96014
Q3 -0.83742
95-th percentile -0.56058
Maximum 1
Range 2
Interquartile range 0.15676

Descriptive statistics

Standard deviation 0.17357
Coef of variation -0.19611
Kurtosis 13.04
Mean -0.8851
MAD 0.11882
Skewness 2.9625
Sum -6507.3
Variance 0.030128
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.9972311 2 0.0%
 
-0.99863075 2 0.0%
 
-0.99705076 2 0.0%
 
-0.99433258 2 0.0%
 
-0.99792305 2 0.0%
 
-0.99559645 1 0.0%
 
-0.89425068 1 0.0%
 
-0.9676927 1 0.0%
 
-0.99324437 1 0.0%
 
-0.95669592 1 0.0%
 
Other values (7337) 7337 99.8%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99999776 1 0.0%
 
-0.99999139 1 0.0%
 
-0.99999122 1 0.0%
 
-0.99998652 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.40787222 1 0.0%
 
0.46225203 1 0.0%
 
0.55767266 1 0.0%
 
0.69248943 1 0.0%
 
1.0 1 0.0%
 

fBodyBodyGyroMag-skewness()
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.25365
Minimum -1
Maximum 0.96931
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.69277
Q1 -0.49203
Median -0.30925
Q3 -0.069952
95-th percentile 0.4029
Maximum 0.96931
Range 1.9693
Interquartile range 0.42208

Descriptive statistics

Standard deviation 0.32662
Coef of variation -1.2877
Kurtosis 0.31282
Mean -0.25365
MAD 0.25877
Skewness 0.7737
Sum -1864.8
Variance 0.10668
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.21228934 1 0.0%
 
-0.62222759 1 0.0%
 
-0.40064838 1 0.0%
 
-0.41793188 1 0.0%
 
-0.27632832 1 0.0%
 
-0.409297 1 0.0%
 
-0.040206556 1 0.0%
 
-0.4204721 1 0.0%
 
-0.70854034 1 0.0%
 
-0.012832616 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.9977189 1 0.0%
 
-0.9507136 1 0.0%
 
-0.94392958 1 0.0%
 
-0.93630211 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.92888951 1 0.0%
 
0.93026194 1 0.0%
 
0.93958278 1 0.0%
 
0.9662016 1 0.0%
 
0.96931086 1 0.0%
 

fBodyBodyGyroMag-sma()
Highly correlated

This variable is highly correlated with fBodyBodyGyroMag-max() and should be ignored for analysis

Correlation 0.90101

fBodyBodyGyroMag-std()
Highly correlated

This variable is highly correlated with fBodyBodyGyroMag-mean() and should be ignored for analysis

Correlation 0.94102

fBodyGyro-bandsEnergy()-1,16
Highly correlated

This variable is highly correlated with fBodyGyro-bandsEnergy()-1,8 and should be ignored for analysis

Correlation 0.98799

fBodyGyro-bandsEnergy()-1,16.1
Highly correlated

This variable is highly correlated with fBodyGyro-bandsEnergy()-1,8.1 and should be ignored for analysis

Correlation 0.94562

fBodyGyro-bandsEnergy()-1,16.2
Highly correlated

This variable is highly correlated with fBodyGyro-bandsEnergy()-1,8.2 and should be ignored for analysis

Correlation 0.97715

fBodyGyro-bandsEnergy()-1,24
Highly correlated

This variable is highly correlated with fBodyGyro-bandsEnergy()-1,16 and should be ignored for analysis

Correlation 0.99896

fBodyGyro-bandsEnergy()-1,24.1
Highly correlated

This variable is highly correlated with fBodyGyro-bandsEnergy()-1,16.1 and should be ignored for analysis

Correlation 0.96872

fBodyGyro-bandsEnergy()-1,24.2
Highly correlated

This variable is highly correlated with fBodyGyro-bandsEnergy()-1,16.2 and should be ignored for analysis

Correlation 0.9962

fBodyGyro-bandsEnergy()-1,8
Highly correlated

This variable is highly correlated with fBodyGyro-energy()-X and should be ignored for analysis

Correlation 0.98064

fBodyGyro-bandsEnergy()-1,8.1
Highly correlated

This variable is highly correlated with fBodyGyro-max()-Y and should be ignored for analysis

Correlation 0.91297

fBodyGyro-bandsEnergy()-1,8.2
Highly correlated

This variable is highly correlated with fBodyGyro-energy()-Z and should be ignored for analysis

Correlation 0.95638

fBodyGyro-bandsEnergy()-17,24
Highly correlated

This variable is highly correlated with tBodyGyroJerk-energy()-X and should be ignored for analysis

Correlation 0.91148

fBodyGyro-bandsEnergy()-17,24.1
Highly correlated

This variable is highly correlated with tBodyGyroJerk-energy()-Y and should be ignored for analysis

Correlation 0.91144

fBodyGyro-bandsEnergy()-17,24.2
Highly correlated

This variable is highly correlated with tBodyGyroJerk-energy()-Z and should be ignored for analysis

Correlation 0.90554

fBodyGyro-bandsEnergy()-17,32
Highly correlated

This variable is highly correlated with fBodyGyro-bandsEnergy()-17,24 and should be ignored for analysis

Correlation 0.98678

fBodyGyro-bandsEnergy()-17,32.1
Highly correlated

This variable is highly correlated with fBodyGyro-bandsEnergy()-17,24.1 and should be ignored for analysis

Correlation 0.98823

fBodyGyro-bandsEnergy()-17,32.2
Highly correlated

This variable is highly correlated with fBodyGyro-bandsEnergy()-17,24.2 and should be ignored for analysis

Correlation 0.98835

fBodyGyro-bandsEnergy()-25,32
Numeric

Distinct count 6900
Unique (%) 93.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.95949
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99999
Q1 -0.99996
Median -0.99897
Q3 -0.95185
95-th percentile -0.81505
Maximum 1
Range 2
Interquartile range 0.048112

Descriptive statistics

Standard deviation 0.087298
Coef of variation -0.090984
Kurtosis 88.608
Mean -0.95949
MAD 0.049821
Skewness 6.5223
Sum -7054.1
Variance 0.0076209
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99998453 5 0.1%
 
-0.99998592 5 0.1%
 
-0.99998716 5 0.1%
 
-0.99998425 4 0.1%
 
-0.99997992 4 0.1%
 
-0.99997651 4 0.1%
 
-0.99999311 4 0.1%
 
-0.99996493 4 0.1%
 
-0.99998956 4 0.1%
 
-0.99997853 4 0.1%
 
Other values (6890) 7309 99.4%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99999889 1 0.0%
 
-0.99999884 1 0.0%
 
-0.9999986 1 0.0%
 
-0.9999985 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
-0.04090829 1 0.0%
 
0.010517139 1 0.0%
 
0.16144403 1 0.0%
 
0.96975545 1 0.0%
 
1.0 1 0.0%
 

fBodyGyro-bandsEnergy()-25,32.1
Numeric

Distinct count 6671
Unique (%) 90.7%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.96589
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -1
Q1 -0.99997
Median -0.99953
Q3 -0.97007
95-th percentile -0.83324
Maximum 1
Range 2
Interquartile range 0.029906

Descriptive statistics

Standard deviation 0.093767
Coef of variation -0.097078
Kurtosis 89.561
Mean -0.96589
MAD 0.044845
Skewness 7.4329
Sum -7101.2
Variance 0.0087922
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99999193 6 0.1%
 
-0.99999621 6 0.1%
 
-0.99999581 5 0.1%
 
-0.99999456 5 0.1%
 
-0.99999445 5 0.1%
 
-0.99999044 5 0.1%
 
-0.99999433 5 0.1%
 
-0.99999491 5 0.1%
 
-0.99999743 5 0.1%
 
-0.99999255 4 0.1%
 
Other values (6661) 7301 99.3%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99999984 1 0.0%
 
-0.99999981 1 0.0%
 
-0.99999956 1 0.0%
 
-0.99999932 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.28645434 1 0.0%
 
0.37372899 1 0.0%
 
0.69092379 1 0.0%
 
0.71394053 1 0.0%
 
1.0 1 0.0%
 

fBodyGyro-bandsEnergy()-25,32.2
Numeric

Distinct count 6907
Unique (%) 93.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.96698
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99999
Q1 -0.99996
Median -0.99914
Q3 -0.96278
95-th percentile -0.85223
Maximum 1
Range 2
Interquartile range 0.037174

Descriptive statistics

Standard deviation 0.076408
Coef of variation -0.079017
Kurtosis 138
Mean -0.96698
MAD 0.041249
Skewness 8.0813
Sum -7109.2
Variance 0.0058382
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99996232 4 0.1%
 
-0.99997064 4 0.1%
 
-0.99997608 4 0.1%
 
-0.99996788 4 0.1%
 
-0.99997631 4 0.1%
 
-0.9999753 4 0.1%
 
-0.99997825 3 0.0%
 
-0.99998399 3 0.0%
 
-0.99997073 3 0.0%
 
-0.99998652 3 0.0%
 
Other values (6897) 7316 99.5%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99999972 1 0.0%
 
-0.99999939 1 0.0%
 
-0.99999895 1 0.0%
 
-0.99999812 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
-0.12500372 1 0.0%
 
-0.10776623 1 0.0%
 
-0.087523835 1 0.0%
 
0.96614349 1 0.0%
 
1.0 1 0.0%
 

fBodyGyro-bandsEnergy()-25,48
Highly correlated

This variable is highly correlated with fBodyGyro-bandsEnergy()-33,48 and should be ignored for analysis

Correlation 0.94699

fBodyGyro-bandsEnergy()-25,48.1
Highly correlated

This variable is highly correlated with fBodyGyro-bandsEnergy()-33,48.1 and should be ignored for analysis

Correlation 0.91989

fBodyGyro-bandsEnergy()-25,48.2
Highly correlated

This variable is highly correlated with fBodyGyro-bandsEnergy()-33,48.2 and should be ignored for analysis

Correlation 0.93125

fBodyGyro-bandsEnergy()-33,40
Numeric

Distinct count 7036
Unique (%) 95.7%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.94997
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99998
Q1 -0.99993
Median -0.99838
Q3 -0.9382
95-th percentile -0.77959
Maximum 1
Range 2
Interquartile range 0.06173

Descriptive statistics

Standard deviation 0.10945
Coef of variation -0.11522
Kurtosis 65.919
Mean -0.94997
MAD 0.060654
Skewness 6.2155
Sum -6984.2
Variance 0.01198
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99998731 5 0.1%
 
-0.99998566 4 0.1%
 
-0.99996637 4 0.1%
 
-0.9999629 4 0.1%
 
-0.9999639 4 0.1%
 
-0.99995597 3 0.0%
 
-0.99998086 3 0.0%
 
-0.99996708 3 0.0%
 
-0.99992679 3 0.0%
 
-0.99998695 3 0.0%
 
Other values (7026) 7316 99.5%
 

Minimum 5 values

Value Count Frequency (%)  
-0.99999991 1 0.0%
 
-0.99999894 1 0.0%
 
-0.99999845 1 0.0%
 
-0.99999825 1 0.0%
 
-0.99999794 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.43225409 1 0.0%
 
0.5639153 1 0.0%
 
0.80845801 1 0.0%
 
0.99243686 1 0.0%
 
1.0 1 0.0%
 

fBodyGyro-bandsEnergy()-33,40.1
Numeric

Distinct count 6731
Unique (%) 91.6%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.9766
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99999
Q1 -0.99997
Median -0.99954
Q3 -0.97592
95-th percentile -0.89114
Maximum 1
Range 2
Interquartile range 0.024048

Descriptive statistics

Standard deviation 0.064748
Coef of variation -0.066299
Kurtosis 276.1
Mean -0.9766
MAD 0.029625
Skewness 12.342
Sum -7180
Variance 0.0041923
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99999255 5 0.1%
 
-0.99999497 5 0.1%
 
-0.99998813 5 0.1%
 
-0.99999547 5 0.1%
 
-0.99999159 5 0.1%
 
-0.99999215 5 0.1%
 
-0.9999907 4 0.1%
 
-0.99998761 4 0.1%
 
-0.99998991 4 0.1%
 
-0.99999511 4 0.1%
 
Other values (6721) 7306 99.4%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99999996 1 0.0%
 
-0.99999995 1 0.0%
 
-0.99999977 1 0.0%
 
-0.99999959 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
-0.14867516 1 0.0%
 
0.39350027 1 0.0%
 
0.42831591 1 0.0%
 
0.83087221 1 0.0%
 
1.0 1 0.0%
 

fBodyGyro-bandsEnergy()-33,40.2
Numeric

Distinct count 7033
Unique (%) 95.7%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.97163
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99998
Q1 -0.99994
Median -0.99889
Q3 -0.96658
95-th percentile -0.87455
Maximum 1
Range 2
Interquartile range 0.033366

Descriptive statistics

Standard deviation 0.065473
Coef of variation -0.067385
Kurtosis 216.21
Mean -0.97163
MAD 0.034958
Skewness 9.871
Sum -7143.4
Variance 0.0042867
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99994247 4 0.1%
 
-0.99993379 3 0.0%
 
-0.99997792 3 0.0%
 
-0.99998042 3 0.0%
 
-0.99996317 3 0.0%
 
-0.99994962 3 0.0%
 
-0.99994687 3 0.0%
 
-0.99998663 3 0.0%
 
-0.99997358 3 0.0%
 
-0.99996284 3 0.0%
 
Other values (7023) 7321 99.6%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99999911 1 0.0%
 
-0.99999848 1 0.0%
 
-0.99999832 1 0.0%
 
-0.99999773 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
-0.26778803 1 0.0%
 
-0.18842443 1 0.0%
 
-0.14944531 1 0.0%
 
0.86669545 1 0.0%
 
1.0 1 0.0%
 

fBodyGyro-bandsEnergy()-33,48
Highly correlated

This variable is highly correlated with fBodyGyro-bandsEnergy()-41,48 and should be ignored for analysis

Correlation 0.93341

fBodyGyro-bandsEnergy()-33,48.1
Highly correlated

This variable is highly correlated with fBodyGyro-bandsEnergy()-41,48.1 and should be ignored for analysis

Correlation 0.93828

fBodyGyro-bandsEnergy()-33,48.2
Highly correlated

This variable is highly correlated with fBodyGyro-bandsEnergy()-41,48.2 and should be ignored for analysis

Correlation 0.94507

fBodyGyro-bandsEnergy()-41,48
Numeric

Distinct count 7048
Unique (%) 95.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.95169
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99998
Q1 -0.99992
Median -0.99817
Q3 -0.93594
95-th percentile -0.79528
Maximum 1
Range 2
Interquartile range 0.06398

Descriptive statistics

Standard deviation 0.097157
Coef of variation -0.10209
Kurtosis 57.615
Mean -0.95169
MAD 0.057921
Skewness 5.5133
Sum -6996.8
Variance 0.0094395
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99999141 4 0.1%
 
-0.99995817 3 0.0%
 
-0.99992481 3 0.0%
 
-0.99997766 3 0.0%
 
-0.99995404 3 0.0%
 
-0.99992128 3 0.0%
 
-0.99997903 3 0.0%
 
-0.99997858 3 0.0%
 
-0.99997494 3 0.0%
 
-0.99997636 3 0.0%
 
Other values (7038) 7321 99.6%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99999879 1 0.0%
 
-0.99999764 1 0.0%
 
-0.99999728 1 0.0%
 
-0.99999712 3 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.18298999 1 0.0%
 
0.35712796 1 0.0%
 
0.49267627 1 0.0%
 
0.50607118 1 0.0%
 
1.0 1 0.0%
 

fBodyGyro-bandsEnergy()-41,48.1
Numeric

Distinct count 7013
Unique (%) 95.4%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.95594
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99999
Q1 -0.99994
Median -0.99897
Q3 -0.95276
95-th percentile -0.79341
Maximum 1
Range 2
Interquartile range 0.047182

Descriptive statistics

Standard deviation 0.10357
Coef of variation -0.10835
Kurtosis 69.786
Mean -0.95594
MAD 0.055037
Skewness 6.4134
Sum -7028.1
Variance 0.010727
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99997346 4 0.1%
 
-0.99998809 3 0.0%
 
-0.99997639 3 0.0%
 
-0.99998528 3 0.0%
 
-0.99998708 3 0.0%
 
-0.99998051 3 0.0%
 
-0.99998008 3 0.0%
 
-0.99997953 3 0.0%
 
-0.99998225 3 0.0%
 
-0.99998112 3 0.0%
 
Other values (7003) 7321 99.6%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99999956 1 0.0%
 
-0.99999945 1 0.0%
 
-0.99999929 1 0.0%
 
-0.99999897 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.24780841 1 0.0%
 
0.29049734 1 0.0%
 
0.73302139 1 0.0%
 
0.90050731 1 0.0%
 
1.0 1 0.0%
 

fBodyGyro-bandsEnergy()-41,48.2
Numeric

Distinct count 7141
Unique (%) 97.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.96064
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99997
Q1 -0.9999
Median -0.99795
Q3 -0.95083
95-th percentile -0.83023
Maximum 1
Range 2
Interquartile range 0.049062

Descriptive statistics

Standard deviation 0.081636
Coef of variation -0.084981
Kurtosis 105.95
Mean -0.96064
MAD 0.047491
Skewness 6.8627
Sum -7062.7
Variance 0.0066645
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99994772 4 0.1%
 
-0.9999527 3 0.0%
 
-0.9999355 3 0.0%
 
-0.99987914 3 0.0%
 
-0.99996358 3 0.0%
 
-0.99995668 3 0.0%
 
-0.9999202 3 0.0%
 
-0.99993243 3 0.0%
 
-0.99993337 3 0.0%
 
-0.99996426 3 0.0%
 
Other values (7131) 7321 99.6%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99999946 1 0.0%
 
-0.99999697 1 0.0%
 
-0.99999484 1 0.0%
 
-0.99999483 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
-0.15602729 1 0.0%
 
-0.0091135439 1 0.0%
 
0.018666497 1 0.0%
 
0.97381785 1 0.0%
 
1.0 1 0.0%
 

fBodyGyro-bandsEnergy()-49,56
Numeric

Distinct count 6941
Unique (%) 94.4%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.96354
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99999
Q1 -0.99995
Median -0.99831
Q3 -0.95924
95-th percentile -0.838
Maximum 1
Range 2
Interquartile range 0.040708

Descriptive statistics

Standard deviation 0.085151
Coef of variation -0.088374
Kurtosis 90.605
Mean -0.96354
MAD 0.04534
Skewness 7.0461
Sum -7083.9
Variance 0.0072508
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99998576 4 0.1%
 
-0.99998668 4 0.1%
 
-0.99998464 4 0.1%
 
-0.99999226 3 0.0%
 
-0.99999222 3 0.0%
 
-0.99997784 3 0.0%
 
-0.99997368 3 0.0%
 
-0.9999603 3 0.0%
 
-0.9999764 3 0.0%
 
-0.99997828 3 0.0%
 
Other values (6931) 7319 99.6%
 

Minimum 5 values

Value Count Frequency (%)  
-0.99999967 1 0.0%
 
-0.99999952 1 0.0%
 
-0.99999949 1 0.0%
 
-0.99999902 1 0.0%
 
-0.99999892 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.032167355 1 0.0%
 
0.36597838 1 0.0%
 
0.36881128 1 0.0%
 
0.53829969 1 0.0%
 
1.0 1 0.0%
 

fBodyGyro-bandsEnergy()-49,56.1
Numeric

Distinct count 7043
Unique (%) 95.8%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.94994
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99999
Q1 -0.99993
Median -0.99854
Q3 -0.94751
95-th percentile -0.7663
Maximum 1
Range 2
Interquartile range 0.052428

Descriptive statistics

Standard deviation 0.12051
Coef of variation -0.12686
Kurtosis 54.781
Mean -0.94994
MAD 0.063537
Skewness 5.9915
Sum -6984
Variance 0.014522
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99998658 4 0.1%
 
-0.99998089 4 0.1%
 
-0.99996314 3 0.0%
 
-0.99997088 3 0.0%
 
-0.99998023 3 0.0%
 
-0.99989434 3 0.0%
 
-0.99999332 3 0.0%
 
-0.99997006 3 0.0%
 
-0.99997815 3 0.0%
 
-0.99993718 3 0.0%
 
Other values (7033) 7320 99.6%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99999934 1 0.0%
 
-0.99999799 1 0.0%
 
-0.99999753 1 0.0%
 
-0.99999745 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.61266175 1 0.0%
 
0.6235703 1 0.0%
 
0.67394084 1 0.0%
 
0.7460557 1 0.0%
 
1.0 1 0.0%
 

fBodyGyro-bandsEnergy()-49,56.2
Numeric

Distinct count 7182
Unique (%) 97.7%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.95157
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99996
Q1 -0.99988
Median -0.99617
Q3 -0.94716
95-th percentile -0.77767
Maximum 1
Range 2
Interquartile range 0.052724

Descriptive statistics

Standard deviation 0.10441
Coef of variation -0.10973
Kurtosis 50.402
Mean -0.95157
MAD 0.060094
Skewness 5.3936
Sum -6995.9
Variance 0.010902
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99989097 3 0.0%
 
-0.99995375 3 0.0%
 
-0.99992062 3 0.0%
 
-0.99995338 3 0.0%
 
-0.99997001 3 0.0%
 
-0.99995699 3 0.0%
 
-0.99994519 3 0.0%
 
-0.99996003 3 0.0%
 
-0.99988115 2 0.0%
 
-0.99995232 2 0.0%
 
Other values (7172) 7324 99.6%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99999931 1 0.0%
 
-0.9999971 1 0.0%
 
-0.99999627 1 0.0%
 
-0.99999611 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.36095218 1 0.0%
 
0.37495184 1 0.0%
 
0.38961693 1 0.0%
 
0.43985597 1 0.0%
 
1.0 1 0.0%
 

fBodyGyro-bandsEnergy()-49,64
Highly correlated

This variable is highly correlated with fBodyGyro-bandsEnergy()-57,64 and should be ignored for analysis

Correlation 0.96723

fBodyGyro-bandsEnergy()-49,64.1
Highly correlated

This variable is highly correlated with fBodyGyro-bandsEnergy()-49,56.1 and should be ignored for analysis

Correlation 0.97758

fBodyGyro-bandsEnergy()-49,64.2
Highly correlated

This variable is highly correlated with fBodyGyro-bandsEnergy()-57,64.2 and should be ignored for analysis

Correlation 0.95928

fBodyGyro-bandsEnergy()-57,64
Highly correlated

This variable is highly correlated with fBodyGyro-bandsEnergy()-49,56 and should be ignored for analysis

Correlation 0.90803

fBodyGyro-bandsEnergy()-57,64.1
Numeric

Distinct count 6440
Unique (%) 87.6%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.9748
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -1
Q1 -0.99998
Median -0.99951
Q3 -0.98635
95-th percentile -0.87107
Maximum 1
Range 2
Interquartile range 0.01363

Descriptive statistics

Standard deviation 0.080004
Coef of variation -0.082072
Kurtosis 105.37
Mean -0.9748
MAD 0.036294
Skewness 8.0559
Sum -7166.7
Variance 0.0064006
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99999998 17 0.2%
 
-0.99999993 17 0.2%
 
-0.99999999 15 0.2%
 
-0.99999996 15 0.2%
 
-0.99999983 13 0.2%
 
-0.9999999 12 0.2%
 
-0.99999987 10 0.1%
 
-0.99999997 9 0.1%
 
-0.99999976 9 0.1%
 
-0.99999989 9 0.1%
 
Other values (6430) 7226 98.3%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 6 0.1%
 
-0.99999999 15 0.2%
 
-0.99999998 17 0.2%
 
-0.99999997 9 0.1%
 
-0.99999996 15 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
0.077183091 1 0.0%
 
0.14528326 1 0.0%
 
0.19284089 1 0.0%
 
0.23798029 1 0.0%
 
1.0 1 0.0%
 

fBodyGyro-bandsEnergy()-57,64.2
Numeric

Distinct count 6560
Unique (%) 89.2%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.96873
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -1
Q1 -0.99997
Median -0.99901
Q3 -0.98119
95-th percentile -0.83492
Maximum 1
Range 2
Interquartile range 0.018789

Descriptive statistics

Standard deviation 0.094335
Coef of variation -0.097381
Kurtosis 102.08
Mean -0.96873
MAD 0.044106
Skewness 7.9319
Sum -7122.1
Variance 0.0088992
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99999998 11 0.1%
 
-0.99999995 10 0.1%
 
-0.99999993 10 0.1%
 
-0.99999997 10 0.1%
 
-0.99999994 9 0.1%
 
-0.9999999 9 0.1%
 
-0.99999982 9 0.1%
 
-0.99999989 7 0.1%
 
-0.99999954 7 0.1%
 
-0.99999983 7 0.1%
 
Other values (6550) 7263 98.8%
 

Minimum 5 values

Value Count Frequency (%)  
-0.99999999 4 0.1%
 
-0.99999998 11 0.1%
 
-0.99999997 10 0.1%
 
-0.99999996 6 0.1%
 
-0.99999995 10 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.3802993 1 0.0%
 
0.51439646 1 0.0%
 
0.65721589 1 0.0%
 
0.97712045 1 0.0%
 
1.0 1 0.0%
 

fBodyGyro-bandsEnergy()-9,16
Highly correlated

This variable is highly correlated with tBodyGyroJerk-energy()-X and should be ignored for analysis

Correlation 0.90538

fBodyGyro-bandsEnergy()-9,16.1
Numeric

Distinct count 6735
Unique (%) 91.6%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.95535
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99999
Q1 -0.99997
Median -0.99914
Q3 -0.95343
95-th percentile -0.79698
Maximum 1
Range 2
Interquartile range 0.046541

Descriptive statistics

Standard deviation 0.11032
Coef of variation -0.11547
Kurtosis 62.17
Mean -0.95535
MAD 0.056509
Skewness 6.3533
Sum -7023.7
Variance 0.01217
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99999361 5 0.1%
 
-0.99999146 5 0.1%
 
-0.99999486 5 0.1%
 
-0.99999461 5 0.1%
 
-0.99999426 4 0.1%
 
-0.99999527 4 0.1%
 
-0.99999583 4 0.1%
 
-0.99999714 4 0.1%
 
-0.9999891 4 0.1%
 
-0.99999271 4 0.1%
 
Other values (6725) 7308 99.4%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99999995 1 0.0%
 
-0.99999972 1 0.0%
 
-0.99999962 1 0.0%
 
-0.99999953 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.44028047 1 0.0%
 
0.60838067 1 0.0%
 
0.61118338 1 0.0%
 
0.77525606 1 0.0%
 
1.0 1 0.0%
 

fBodyGyro-bandsEnergy()-9,16.2
Numeric

Distinct count 6957
Unique (%) 94.6%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.93197
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99999
Q1 -0.99995
Median -0.99849
Q3 -0.91221
95-th percentile -0.71589
Maximum 1
Range 2
Interquartile range 0.087735

Descriptive statistics

Standard deviation 0.13796
Coef of variation -0.14803
Kurtosis 39.987
Mean -0.93197
MAD 0.081122
Skewness 5.0291
Sum -6851.8
Variance 0.019032
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99997901 4 0.1%
 
-0.99998454 3 0.0%
 
-0.99998184 3 0.0%
 
-0.99998682 3 0.0%
 
-0.99997271 3 0.0%
 
-0.99998138 3 0.0%
 
-0.9999923 3 0.0%
 
-0.99998836 3 0.0%
 
-0.99996802 3 0.0%
 
-0.99997343 3 0.0%
 
Other values (6947) 7321 99.6%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99999993 1 0.0%
 
-0.99999959 1 0.0%
 
-0.9999995 1 0.0%
 
-0.99999945 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.68509698 1 0.0%
 
0.71652532 1 0.0%
 
0.81238509 1 0.0%
 
0.92742957 1 0.0%
 
1.0 1 0.0%
 

fBodyGyro-energy()-X
Highly correlated

This variable is highly correlated with fBodyGyro-max()-X and should be ignored for analysis

Correlation 0.91498

fBodyGyro-energy()-Y
Highly correlated

This variable is highly correlated with fBodyGyro-mad()-Y and should be ignored for analysis

Correlation 0.91976

fBodyGyro-energy()-Z
Highly correlated

This variable is highly correlated with fBodyGyro-max()-Z and should be ignored for analysis

Correlation 0.9181

fBodyGyro-entropy()-X
Highly correlated

This variable is highly correlated with fBodyGyro-sma() and should be ignored for analysis

Correlation 0.91626

fBodyGyro-entropy()-Y
Highly correlated

This variable is highly correlated with fBodyGyro-entropy()-X and should be ignored for analysis

Correlation 0.96962

fBodyGyro-entropy()-Z
Highly correlated

This variable is highly correlated with fBodyGyro-entropy()-Y and should be ignored for analysis

Correlation 0.97183

fBodyGyro-iqr()-X
Highly correlated

This variable is highly correlated with fBodyGyro-sma() and should be ignored for analysis

Correlation 0.91764

fBodyGyro-iqr()-Y
Highly correlated

This variable is highly correlated with fBodyGyro-sma() and should be ignored for analysis

Correlation 0.93242

fBodyGyro-iqr()-Z
Highly correlated

This variable is highly correlated with fBodyGyro-sma() and should be ignored for analysis

Correlation 0.93357

fBodyGyro-kurtosis()-X
Highly correlated

This variable is highly correlated with fBodyGyro-skewness()-X and should be ignored for analysis

Correlation 0.98053

fBodyGyro-kurtosis()-Y
Highly correlated

This variable is highly correlated with fBodyGyro-skewness()-Y and should be ignored for analysis

Correlation 0.98194

fBodyGyro-kurtosis()-Z
Highly correlated

This variable is highly correlated with fBodyGyro-skewness()-Z and should be ignored for analysis

Correlation 0.98251

fBodyGyro-mad()-X
Highly correlated

This variable is highly correlated with fBodyGyro-std()-X and should be ignored for analysis

Correlation 0.98323

fBodyGyro-mad()-Y
Highly correlated

This variable is highly correlated with fBodyGyro-std()-Y and should be ignored for analysis

Correlation 0.97401

fBodyGyro-mad()-Z
Highly correlated

This variable is highly correlated with fBodyGyro-mad()-Y and should be ignored for analysis

Correlation 0.90651

fBodyGyro-max()-X
Highly correlated

This variable is highly correlated with fBodyGyro-mad()-X and should be ignored for analysis

Correlation 0.93855

fBodyGyro-max()-Y
Highly correlated

This variable is highly correlated with fBodyGyro-std()-Y and should be ignored for analysis

Correlation 0.96577

fBodyGyro-max()-Z
Highly correlated

This variable is highly correlated with fBodyGyro-mad()-Z and should be ignored for analysis

Correlation 0.90799

fBodyGyro-maxInds-X
Numeric

Distinct count 27
Unique (%) 0.4%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.87453
Minimum -1
Maximum 1
Zeros (%) 0.1%

Quantile statistics

Minimum -1
5-th percentile -1
Q1 -1
Median -0.93333
Q3 -0.86667
95-th percentile -0.46667
Maximum 1
Range 2
Interquartile range 0.13333

Descriptive statistics

Standard deviation 0.19821
Coef of variation -0.22665
Kurtosis 10.855
Mean -0.87453
MAD 0.1372
Skewness 2.6989
Sum -6429.5
Variance 0.039288
Memory size 57.5 KiB
Value Count Frequency (%)  
-1.0 3065 41.7%
 
-0.93333333 2037 27.7%
 
-0.86666667 603 8.2%
 
-0.6 291 4.0%
 
-0.8 274 3.7%
 
-0.66666667 249 3.4%
 
-0.73333333 228 3.1%
 
-0.53333333 176 2.4%
 
-0.33333333 109 1.5%
 
-0.26666667 85 1.2%
 
Other values (17) 235 3.2%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 3065 41.7%
 
-0.93333333 2037 27.7%
 
-0.86666667 603 8.2%
 
-0.8 274 3.7%
 
-0.73333333 228 3.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.46666667 3 0.0%
 
0.6 4 0.1%
 
0.73333333 1 0.0%
 
0.86666667 1 0.0%
 
1.0 3 0.0%
 

fBodyGyro-maxInds-Y
Numeric

Distinct count 29
Unique (%) 0.4%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.8109
Minimum -1
Maximum 0.80645
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -1
Q1 -1
Median -0.93548
Q3 -0.74194
95-th percentile -0.096774
Maximum 0.80645
Range 1.8065
Interquartile range 0.25806

Descriptive statistics

Standard deviation 0.28231
Coef of variation -0.34814
Kurtosis 4.566
Mean -0.8109
MAD 0.20522
Skewness 2.1443
Sum -5961.7
Variance 0.079698
Memory size 57.5 KiB
Value Count Frequency (%)  
-1.0 2510 34.1%
 
-0.93548387 2046 27.8%
 
-0.61290323 589 8.0%
 
-0.87096774 414 5.6%
 
-0.80645161 312 4.2%
 
-0.74193548 282 3.8%
 
-0.67741935 234 3.2%
 
-0.5483871 169 2.3%
 
-0.48387097 108 1.5%
 
0.032258065 91 1.2%
 
Other values (19) 597 8.1%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 2510 34.1%
 
-0.93548387 2046 27.8%
 
-0.87096774 414 5.6%
 
-0.80645161 312 4.2%
 
-0.74193548 282 3.8%
 

Maximum 5 values

Value Count Frequency (%)  
0.5483871 2 0.0%
 
0.61290323 2 0.0%
 
0.67741935 1 0.0%
 
0.74193548 4 0.1%
 
0.80645161 1 0.0%
 

fBodyGyro-maxInds-Z
Numeric

Distinct count 25
Unique (%) 0.3%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.80525
Minimum -1
Maximum 0.65517
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -1
Q1 -1
Median -0.93103
Q3 -0.65517
95-th percentile -0.37931
Maximum 0.65517
Range 1.6552
Interquartile range 0.34483

Descriptive statistics

Standard deviation 0.23976
Coef of variation -0.29774
Kurtosis 3.8738
Mean -0.80525
MAD 0.18765
Skewness 1.7463
Sum -5920.2
Variance 0.057484
Memory size 57.5 KiB
Value Count Frequency (%)  
-1.0 2426 33.0%
 
-0.93103448 1541 21.0%
 
-0.5862069 760 10.3%
 
-0.79310345 589 8.0%
 
-0.86206897 414 5.6%
 
-0.65517241 404 5.5%
 
-0.72413793 337 4.6%
 
-0.51724138 247 3.4%
 
-0.44827586 209 2.8%
 
-0.37931034 115 1.6%
 
Other values (15) 310 4.2%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 2426 33.0%
 
-0.93103448 1541 21.0%
 
-0.86206897 414 5.6%
 
-0.79310345 589 8.0%
 
-0.72413793 337 4.6%
 

Maximum 5 values

Value Count Frequency (%)  
0.37931034 3 0.0%
 
0.44827586 1 0.0%
 
0.51724138 5 0.1%
 
0.5862069 1 0.0%
 
0.65517241 1 0.0%
 

fBodyGyro-mean()-X
Highly correlated

This variable is highly correlated with fBodyAccJerk-entropy()-Z and should be ignored for analysis

Correlation 0.91544

fBodyGyro-mean()-Y
Highly correlated

This variable is highly correlated with fBodyAccJerk-entropy()-Z and should be ignored for analysis

Correlation 0.91324

fBodyGyro-mean()-Z
Highly correlated

This variable is highly correlated with fBodyGyro-mean()-Y and should be ignored for analysis

Correlation 0.91413

fBodyGyro-meanFreq()-X
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.10121
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.5313
Q1 -0.2737
Median -0.099098
Q3 0.070301
95-th percentile 0.3192
Maximum 1
Range 2
Interquartile range 0.344

Descriptive statistics

Standard deviation 0.25925
Coef of variation -2.5615
Kurtosis 0.10275
Mean -0.10121
MAD 0.20583
Skewness 0.0023909
Sum -744.11
Variance 0.067211
Memory size 57.5 KiB
Value Count Frequency (%)  
0.1293733 1 0.0%
 
-0.12476179 1 0.0%
 
0.088457777 1 0.0%
 
0.25528866 1 0.0%
 
-0.17305798 1 0.0%
 
0.34638091 1 0.0%
 
0.318666 1 0.0%
 
-0.18593153 1 0.0%
 
-0.11750655 1 0.0%
 
-0.21448153 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99404039 1 0.0%
 
-0.98145731 1 0.0%
 
-0.94624395 1 0.0%
 
-0.92606304 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.85479432 1 0.0%
 
0.89395624 1 0.0%
 
0.92811204 1 0.0%
 
0.98394006 1 0.0%
 
1.0 1 0.0%
 

fBodyGyro-meanFreq()-Y
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.17714
Minimum -1
Maximum 0.99374
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.64043
Q1 -0.36662
Median -0.17607
Q3 0.011205
95-th percentile 0.2749
Maximum 0.99374
Range 1.9937
Interquartile range 0.37782

Descriptive statistics

Standard deviation 0.27597
Coef of variation -1.5579
Kurtosis -0.070757
Mean -0.17714
MAD 0.22097
Skewness -0.002503
Sum -1302.4
Variance 0.076159
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.26660038 1 0.0%
 
-0.37127753 1 0.0%
 
0.047305126 1 0.0%
 
-0.64668703 1 0.0%
 
-0.28328349 1 0.0%
 
-0.37289942 1 0.0%
 
-0.59491035 1 0.0%
 
-0.81851346 1 0.0%
 
-0.35104317 1 0.0%
 
-0.26269876 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99522973 1 0.0%
 
-0.99158755 1 0.0%
 
-0.97244526 1 0.0%
 
-0.97242168 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.68124324 1 0.0%
 
0.69703565 1 0.0%
 
0.77310551 1 0.0%
 
0.77582502 1 0.0%
 
0.99374103 1 0.0%
 

fBodyGyro-meanFreq()-Z
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.048458
Minimum -0.96635
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -0.96635
5-th percentile -0.4856
Q1 -0.22748
Median -0.051029
Q3 0.12571
95-th percentile 0.39535
Maximum 1
Range 1.9663
Interquartile range 0.35319

Descriptive statistics

Standard deviation 0.26599
Coef of variation -5.4891
Kurtosis 0.026145
Mean -0.048458
MAD 0.21046
Skewness 0.018416
Sum -356.26
Variance 0.070751
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.42482006 1 0.0%
 
0.19165431 1 0.0%
 
-0.7494064 1 0.0%
 
0.46451025 1 0.0%
 
-0.20100885 1 0.0%
 
-0.059340027 1 0.0%
 
-0.38986451 1 0.0%
 
0.29149797 1 0.0%
 
-0.18243241 1 0.0%
 
0.5888187 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-0.96634502 1 0.0%
 
-0.96347699 1 0.0%
 
-0.92307499 1 0.0%
 
-0.90735561 1 0.0%
 
-0.90687438 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.81715649 1 0.0%
 
0.8173932 1 0.0%
 
0.81814488 1 0.0%
 
0.8611237 1 0.0%
 
1.0 1 0.0%
 

fBodyGyro-min()-X
Numeric

Distinct count 7342
Unique (%) 99.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.93214
Minimum -1
Maximum 0.4652
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99943
Q1 -0.9971
Median -0.98305
Q3 -0.90692
95-th percentile -0.72137
Maximum 0.4652
Range 1.4652
Interquartile range 0.090181

Descriptive statistics

Standard deviation 0.11171
Coef of variation -0.11985
Kurtosis 19.711
Mean -0.93214
MAD 0.073977
Skewness 3.4822
Sum -6853.1
Variance 0.01248
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.999233 2 0.0%
 
-0.99880994 2 0.0%
 
-0.99831287 2 0.0%
 
-0.99873161 2 0.0%
 
-0.99577844 2 0.0%
 
-0.9975587 2 0.0%
 
-0.92731456 2 0.0%
 
-0.99866989 2 0.0%
 
-0.98758261 2 0.0%
 
-0.99932888 2 0.0%
 
Other values (7332) 7332 99.7%
 

Minimum 5 values

Value Count Frequency (%)  
-0.99999996 1 0.0%
 
-0.99999974 1 0.0%
 
-0.99999485 1 0.0%
 
-0.99999329 1 0.0%
 
-0.99999325 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.09564348 1 0.0%
 
0.16040378 1 0.0%
 
0.21088345 1 0.0%
 
0.31428418 1 0.0%
 
0.46519723 1 0.0%
 

fBodyGyro-min()-Y
Numeric

Distinct count 7347
Unique (%) 99.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.89862
Minimum -1
Maximum 0.7945
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99901
Q1 -0.99492
Median -0.975
Q3 -0.86115
95-th percentile -0.57561
Maximum 0.7945
Range 1.7945
Interquartile range 0.13377

Descriptive statistics

Standard deviation 0.16262
Coef of variation -0.18096
Kurtosis 13.926
Mean -0.89862
MAD 0.11114
Skewness 3.038
Sum -6606.6
Variance 0.026444
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99827071 2 0.0%
 
-0.99841592 2 0.0%
 
-0.99380448 2 0.0%
 
-0.99954609 2 0.0%
 
-0.99619801 2 0.0%
 
-0.97956241 1 0.0%
 
-0.64925515 1 0.0%
 
-0.99838515 1 0.0%
 
-0.9974992 1 0.0%
 
-0.83117798 1 0.0%
 
Other values (7337) 7337 99.8%
 

Minimum 5 values

Value Count Frequency (%)  
-0.9999967 1 0.0%
 
-0.99999483 1 0.0%
 
-0.99999318 1 0.0%
 
-0.99998783 1 0.0%
 
-0.9999841 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.52628504 1 0.0%
 
0.55280471 1 0.0%
 
0.59028125 1 0.0%
 
0.62234871 1 0.0%
 
0.79449806 1 0.0%
 

fBodyGyro-min()-Z
Numeric

Distinct count 7344
Unique (%) 99.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.90783
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99896
Q1 -0.99494
Median -0.97225
Q3 -0.87034
95-th percentile -0.63802
Maximum 1
Range 2
Interquartile range 0.1246

Descriptive statistics

Standard deviation 0.14248
Coef of variation -0.15694
Kurtosis 17.114
Mean -0.90783
MAD 0.097455
Skewness 3.174
Sum -6674.3
Variance 0.020299
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99798208 2 0.0%
 
-0.99872714 2 0.0%
 
-0.99811487 2 0.0%
 
-0.99839956 2 0.0%
 
-0.99310121 2 0.0%
 
-0.99432129 2 0.0%
 
-0.99648456 2 0.0%
 
-0.99649288 2 0.0%
 
-0.66595736 1 0.0%
 
-0.98338233 1 0.0%
 
Other values (7334) 7334 99.8%
 

Minimum 5 values

Value Count Frequency (%)  
-0.99999972 1 0.0%
 
-0.99999664 1 0.0%
 
-0.99999661 1 0.0%
 
-0.99999485 1 0.0%
 
-0.99999264 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.27385833 1 0.0%
 
0.35966594 1 0.0%
 
0.36724795 1 0.0%
 
0.68651412 1 0.0%
 
1.0 1 0.0%
 

fBodyGyro-skewness()-X
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.1747
Minimum -1
Maximum 0.92089
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.64071
Q1 -0.41391
Median -0.21711
Q3 0.034655
95-th percentile 0.41792
Maximum 0.92089
Range 1.9209
Interquartile range 0.44857

Descriptive statistics

Standard deviation 0.32372
Coef of variation -1.853
Kurtosis -0.18977
Mean -0.1747
MAD 0.26231
Skewness 0.48655
Sum -1284.4
Variance 0.10479
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.55671437 1 0.0%
 
-0.7620948 1 0.0%
 
-0.61849175 1 0.0%
 
-0.13023919 1 0.0%
 
0.13219807 1 0.0%
 
0.27066564 1 0.0%
 
-0.56837573 1 0.0%
 
0.17902783 1 0.0%
 
-0.23541918 1 0.0%
 
-0.55242736 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99830199 1 0.0%
 
-0.99069817 1 0.0%
 
-0.97254723 1 0.0%
 
-0.94051576 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.87305253 1 0.0%
 
0.88914796 1 0.0%
 
0.90388401 1 0.0%
 
0.90806871 1 0.0%
 
0.92089008 1 0.0%
 

fBodyGyro-skewness()-Y
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.1728
Minimum -1
Maximum 0.98133
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.62203
Q1 -0.44418
Median -0.24085
Q3 0.04083
95-th percentile 0.5067
Maximum 0.98133
Range 1.9813
Interquartile range 0.48501

Descriptive statistics

Standard deviation 0.34675
Coef of variation -2.0066
Kurtosis -0.055187
Mean -0.1728
MAD 0.28231
Skewness 0.73073
Sum -1270.4
Variance 0.12023
Memory size 57.5 KiB
Value Count Frequency (%)  
0.35840822 1 0.0%
 
-0.56936245 1 0.0%
 
-0.10789465 1 0.0%
 
-0.14414066 1 0.0%
 
-0.32792354 1 0.0%
 
-0.10958128 1 0.0%
 
-0.53053974 1 0.0%
 
-0.45070774 1 0.0%
 
-0.098143777 1 0.0%
 
0.13029277 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.94688225 1 0.0%
 
-0.90768007 1 0.0%
 
-0.86203714 1 0.0%
 
-0.8598607 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.94201073 1 0.0%
 
0.94302553 1 0.0%
 
0.95506855 1 0.0%
 
0.97529022 1 0.0%
 
0.98132937 1 0.0%
 

fBodyGyro-skewness()-Z
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.21672
Minimum -0.90898
Maximum 0.90357
Zeros (%) 0.0%

Quantile statistics

Minimum -0.90898
5-th percentile -0.66403
Q1 -0.47403
Median -0.27133
Q3 -0.006985
95-th percentile 0.39452
Maximum 0.90357
Range 1.8126
Interquartile range 0.46705

Descriptive statistics

Standard deviation 0.33044
Coef of variation -1.5247
Kurtosis -0.29762
Mean -0.21672
MAD 0.2706
Skewness 0.59679
Sum -1593.3
Variance 0.10919
Memory size 57.5 KiB
Value Count Frequency (%)  
0.34474301 1 0.0%
 
-0.26507114 1 0.0%
 
0.43876273 1 0.0%
 
0.27637659 1 0.0%
 
-0.24583458 1 0.0%
 
0.42385118 1 0.0%
 
0.13652734 1 0.0%
 
-0.31237091 1 0.0%
 
-0.058112386 1 0.0%
 
0.25015441 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-0.90898061 1 0.0%
 
-0.89991163 1 0.0%
 
-0.89952127 1 0.0%
 
-0.87659008 1 0.0%
 
-0.87161815 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.8444074 1 0.0%
 
0.84993855 1 0.0%
 
0.86901978 1 0.0%
 
0.88450888 1 0.0%
 
0.9035711 1 0.0%
 

fBodyGyro-sma()
Highly correlated

This variable is highly correlated with fBodyGyro-mad()-Z and should be ignored for analysis

Correlation 0.95568

fBodyGyro-std()-X
Highly correlated

This variable is highly correlated with fBodyGyro-mean()-X and should be ignored for analysis

Correlation 0.96249

fBodyGyro-std()-Y
Highly correlated

This variable is highly correlated with fBodyGyro-mean()-Y and should be ignored for analysis

Correlation 0.94427

fBodyGyro-std()-Z
Highly correlated

This variable is highly correlated with fBodyGyro-mean()-Z and should be ignored for analysis

Correlation 0.95294

subject
Numeric

Distinct count 21
Unique (%) 0.3%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 17.413
Minimum 1
Maximum 30
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 3
Q1 8
Median 19
Q3 26
95-th percentile 30
Maximum 30
Range 29
Interquartile range 18

Descriptive statistics

Standard deviation 8.9751
Coef of variation 0.51543
Kurtosis -1.1789
Mean 17.413
MAD 7.7558
Skewness -0.315
Sum 128021
Variance 80.553
Memory size 57.5 KiB
Value Count Frequency (%)  
25 409 5.6%
 
21 408 5.5%
 
26 392 5.3%
 
30 383 5.2%
 
28 382 5.2%
 
27 376 5.1%
 
23 372 5.1%
 
17 368 5.0%
 
16 366 5.0%
 
19 360 4.9%
 
Other values (11) 3536 48.1%
 

Minimum 5 values

Value Count Frequency (%)  
1 347 4.7%
 
3 341 4.6%
 
5 302 4.1%
 
6 325 4.4%
 
7 308 4.2%
 

Maximum 5 values

Value Count Frequency (%)  
26 392 5.3%
 
27 376 5.1%
 
28 382 5.2%
 
29 344 4.7%
 
30 383 5.2%
 

tBodyAcc-arCoeff()-X,1
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.1166
Minimum -0.9259
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -0.9259
5-th percentile -0.58601
Q1 -0.36493
Median -0.12939
Q3 0.13266
95-th percentile 0.37184
Maximum 1
Range 1.9259
Interquartile range 0.49758

Descriptive statistics

Standard deviation 0.30651
Coef of variation -2.6287
Kurtosis -0.83191
Mean -0.1166
MAD 0.26143
Skewness 0.081202
Sum -857.23
Variance 0.093947
Memory size 57.5 KiB
Value Count Frequency (%)  
0.026793798 1 0.0%
 
0.30936714 1 0.0%
 
-0.65362349 1 0.0%
 
0.01061776 1 0.0%
 
-0.24147193 1 0.0%
 
-0.14230176 1 0.0%
 
-0.39041871 1 0.0%
 
0.18188076 1 0.0%
 
-0.30457452 1 0.0%
 
0.21096088 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-0.92589735 1 0.0%
 
-0.89810192 1 0.0%
 
-0.896899 1 0.0%
 
-0.88694821 1 0.0%
 
-0.87740622 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.81893016 1 0.0%
 
0.83361243 1 0.0%
 
0.89876721 1 0.0%
 
0.92929351 1 0.0%
 
1.0 1 0.0%
 

tBodyAcc-arCoeff()-X,2
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.10276
Minimum -0.9631
Maximum 0.97845
Zeros (%) 0.0%

Quantile statistics

Minimum -0.9631
5-th percentile -0.24456
Q1 -0.082544
Median 0.070073
Q3 0.27687
95-th percentile 0.54119
Maximum 0.97845
Range 1.9415
Interquartile range 0.35942

Descriptive statistics

Standard deviation 0.24659
Coef of variation 2.3997
Kurtosis -0.14651
Mean 0.10276
MAD 0.20178
Skewness 0.36361
Sum 755.51
Variance 0.060808
Memory size 57.5 KiB
Value Count Frequency (%)  
0.3095558 1 0.0%
 
-0.20160552 1 0.0%
 
0.31301721 1 0.0%
 
-0.04197629 1 0.0%
 
0.1984825 1 0.0%
 
0.67031873 1 0.0%
 
-0.28705375 1 0.0%
 
-0.18391118 1 0.0%
 
-0.028402782 1 0.0%
 
0.14646594 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-0.9630993 1 0.0%
 
-0.92574827 1 0.0%
 
-0.87914548 1 0.0%
 
-0.85301114 1 0.0%
 
-0.69394985 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.90868109 1 0.0%
 
0.91406221 1 0.0%
 
0.91667885 1 0.0%
 
0.91919095 1 0.0%
 
0.97844881 1 0.0%
 

tBodyAcc-arCoeff()-X,3
Numeric

Distinct count 7351
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.037786
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.46582
Q1 -0.19058
Median -0.019001
Q3 0.12863
95-th percentile 0.33011
Maximum 1
Range 2
Interquartile range 0.31922

Descriptive statistics

Standard deviation 0.24363
Coef of variation -6.4478
Kurtosis 0.31421
Mean -0.037786
MAD 0.19204
Skewness -0.26241
Sum -277.8
Variance 0.059358
Memory size 57.5 KiB
Value Count Frequency (%)  
0.35029024 2 0.0%
 
0.26066592 1 0.0%
 
0.10066825 1 0.0%
 
0.024161613 1 0.0%
 
0.11279977 1 0.0%
 
-0.32731421 1 0.0%
 
0.35758367 1 0.0%
 
-0.7615061 1 0.0%
 
0.0078436233 1 0.0%
 
-0.1687978 1 0.0%
 
Other values (7341) 7341 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.98057777 1 0.0%
 
-0.89552081 1 0.0%
 
-0.87085542 1 0.0%
 
-0.86264419 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.87349209 1 0.0%
 
0.88042123 1 0.0%
 
0.95667059 1 0.0%
 
0.97687005 1 0.0%
 
1.0 1 0.0%
 

tBodyAcc-arCoeff()-X,4
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.13048
Minimum -0.82205
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -0.82205
5-th percentile -0.24906
Q1 -0.023857
Median 0.13415
Q3 0.28532
95-th percentile 0.49769
Maximum 1
Range 1.8221
Interquartile range 0.30917

Descriptive statistics

Standard deviation 0.23007
Coef of variation 1.7633
Kurtosis 0.15083
Mean 0.13048
MAD 0.18293
Skewness -0.11382
Sum 959.27
Variance 0.052931
Memory size 57.5 KiB
Value Count Frequency (%)  
0.22072269 1 0.0%
 
0.14547107 1 0.0%
 
0.39978781 1 0.0%
 
0.055226527 1 0.0%
 
0.093756667 1 0.0%
 
0.42858881 1 0.0%
 
-0.48433254 1 0.0%
 
-0.11295797 1 0.0%
 
-0.025621419 1 0.0%
 
-0.36076142 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-0.82205333 1 0.0%
 
-0.78027287 1 0.0%
 
-0.70720597 1 0.0%
 
-0.706457 1 0.0%
 
-0.69803324 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.90851749 1 0.0%
 
0.9651826 1 0.0%
 
0.96798194 1 0.0%
 
0.98604484 1 0.0%
 
1.0 1 0.0%
 

tBodyAcc-arCoeff()-Y,1
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.026229
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.42601
Q1 -0.22194
Median -0.04071
Q3 0.17234
95-th percentile 0.3934
Maximum 1
Range 2
Interquartile range 0.39429

Descriptive statistics

Standard deviation 0.25738
Coef of variation -9.8128
Kurtosis -0.58723
Mean -0.026229
MAD 0.21482
Skewness 0.098297
Sum -192.84
Variance 0.066246
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.28483604 1 0.0%
 
0.40400791 1 0.0%
 
-0.013468808 1 0.0%
 
0.33643533 1 0.0%
 
0.26328312 1 0.0%
 
-0.12219434 1 0.0%
 
-0.19535215 1 0.0%
 
-0.029473233 1 0.0%
 
-0.086894259 1 0.0%
 
0.23010825 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.77220781 1 0.0%
 
-0.7483232 1 0.0%
 
-0.73733159 1 0.0%
 
-0.73239637 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.64738279 1 0.0%
 
0.67814574 1 0.0%
 
0.7848612 1 0.0%
 
0.96646571 1 0.0%
 
1.0 1 0.0%
 

tBodyAcc-arCoeff()-Y,2
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.026322
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.29091
Q1 -0.13543
Median 0.011748
Q3 0.17783
95-th percentile 0.39104
Maximum 1
Range 2
Interquartile range 0.31327

Descriptive statistics

Standard deviation 0.215
Coef of variation 8.1682
Kurtosis -0.14814
Mean 0.026322
MAD 0.17591
Skewness 0.26997
Sum 193.52
Variance 0.046226
Memory size 57.5 KiB
Value Count Frequency (%)  
0.59176957 1 0.0%
 
-0.33005264 1 0.0%
 
0.38884829 1 0.0%
 
0.19418778 1 0.0%
 
-0.24622417 1 0.0%
 
-0.24720213 1 0.0%
 
-0.15390946 1 0.0%
 
0.027183908 1 0.0%
 
0.39152281 1 0.0%
 
0.01471437 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.7962952 1 0.0%
 
-0.73178097 1 0.0%
 
-0.66881887 1 0.0%
 
-0.65395368 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.74241653 1 0.0%
 
0.74578313 1 0.0%
 
0.78437025 1 0.0%
 
0.87278095 1 0.0%
 
1.0 1 0.0%
 

tBodyAcc-arCoeff()-Y,3
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.15997
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.19287
Q1 0.03443
Median 0.16844
Q3 0.29341
95-th percentile 0.49435
Maximum 1
Range 2
Interquartile range 0.25898

Descriptive statistics

Standard deviation 0.20884
Coef of variation 1.3055
Kurtosis 0.6665
Mean 0.15997
MAD 0.16201
Skewness -0.19041
Sum 1176.1
Variance 0.043613
Memory size 57.5 KiB
Value Count Frequency (%)  
0.25197097 1 0.0%
 
0.31936827 1 0.0%
 
0.1655276 1 0.0%
 
0.1365376 1 0.0%
 
-0.2169533 1 0.0%
 
-0.0014069498 1 0.0%
 
0.17976786 1 0.0%
 
-0.10123632 1 0.0%
 
0.34094369 1 0.0%
 
-0.043487002 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.79768281 1 0.0%
 
-0.7139386 1 0.0%
 
-0.69545637 1 0.0%
 
-0.65205972 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.92719982 1 0.0%
 
0.94462778 1 0.0%
 
0.97415126 1 0.0%
 
0.98063436 1 0.0%
 
1.0 1 0.0%
 

tBodyAcc-arCoeff()-Y,4
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.019575
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.38031
Q1 -0.16884
Median -0.022448
Q3 0.13086
95-th percentile 0.33957
Maximum 1
Range 2
Interquartile range 0.2997

Descriptive statistics

Standard deviation 0.22143
Coef of variation -11.312
Kurtosis 0.1947
Mean -0.019575
MAD 0.17676
Skewness -0.013601
Sum -143.91
Variance 0.049032
Memory size 57.5 KiB
Value Count Frequency (%)  
0.051270703 1 0.0%
 
-0.093078117 1 0.0%
 
-0.095863689 1 0.0%
 
-0.30937244 1 0.0%
 
0.012383325 1 0.0%
 
0.31698693 1 0.0%
 
0.10790119 1 0.0%
 
-0.022077236 1 0.0%
 
-0.25736505 1 0.0%
 
0.19943495 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.92243674 1 0.0%
 
-0.88588163 1 0.0%
 
-0.80672536 1 0.0%
 
-0.78500473 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.80825199 1 0.0%
 
0.83921338 1 0.0%
 
0.86596477 1 0.0%
 
0.88874447 1 0.0%
 
1.0 1 0.0%
 

tBodyAcc-arCoeff()-Z,1
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.0094196
Minimum -1
Maximum 0.81462
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.47391
Q1 -0.2073
Median 0.029044
Q3 0.23098
95-th percentile 0.44396
Maximum 0.81462
Range 1.8146
Interquartile range 0.43828

Descriptive statistics

Standard deviation 0.28608
Coef of variation 30.371
Kurtosis -0.62898
Mean 0.0094196
MAD 0.23859
Skewness -0.17291
Sum 69.253
Variance 0.081843
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.49957892 1 0.0%
 
-0.22419552 1 0.0%
 
-0.18408655 1 0.0%
 
-0.01332334 1 0.0%
 
-0.089019364 1 0.0%
 
-0.39007701 1 0.0%
 
0.12021444 1 0.0%
 
-0.29390893 1 0.0%
 
0.033594848 1 0.0%
 
-0.31804386 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.80950184 1 0.0%
 
-0.80401247 1 0.0%
 
-0.80176222 1 0.0%
 
-0.79837015 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.73930895 1 0.0%
 
0.74552642 1 0.0%
 
0.76070428 1 0.0%
 
0.80918852 1 0.0%
 
0.81462304 1 0.0%
 

tBodyAcc-arCoeff()-Z,2
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.033291
Minimum -0.75375
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -0.75375
5-th percentile -0.27629
Q1 -0.12351
Median 0.0032658
Q3 0.1756
95-th percentile 0.42666
Maximum 1
Range 1.7538
Interquartile range 0.29912

Descriptive statistics

Standard deviation 0.21629
Coef of variation 6.497
Kurtosis -0.044424
Mean 0.033291
MAD 0.17451
Skewness 0.46329
Sum 244.75
Variance 0.046781
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.099126028 1 0.0%
 
0.075422356 1 0.0%
 
-0.037169613 1 0.0%
 
-0.1580138 1 0.0%
 
-0.13594144 1 0.0%
 
0.45976586 1 0.0%
 
-0.0015960901 1 0.0%
 
-0.12932634 1 0.0%
 
-0.04184507 1 0.0%
 
0.35292861 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-0.75375375 1 0.0%
 
-0.59036787 1 0.0%
 
-0.56418562 1 0.0%
 
-0.5449354 1 0.0%
 
-0.52112519 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.73916375 1 0.0%
 
0.7789785 1 0.0%
 
0.80862884 1 0.0%
 
0.86602457 1 0.0%
 
1.0 1 0.0%
 

tBodyAcc-arCoeff()-Z,3
Numeric

Distinct count 7351
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.036587
Minimum -1
Maximum 0.99721
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.37957
Q1 -0.10654
Median 0.049432
Q3 0.19556
95-th percentile 0.39764
Maximum 0.99721
Range 1.9972
Interquartile range 0.3021

Descriptive statistics

Standard deviation 0.23623
Coef of variation 6.4566
Kurtosis 0.36006
Mean 0.036587
MAD 0.18559
Skewness -0.32453
Sum 268.98
Variance 0.055803
Memory size 57.5 KiB
Value Count Frequency (%)  
0.16565637 2 0.0%
 
0.017274383 1 0.0%
 
0.0051748925 1 0.0%
 
0.38543366 1 0.0%
 
-0.39785295 1 0.0%
 
-0.14873982 1 0.0%
 
-0.31501911 1 0.0%
 
-0.37960288 1 0.0%
 
0.010259991 1 0.0%
 
0.1024635 1 0.0%
 
Other values (7341) 7341 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.96188168 1 0.0%
 
-0.95608258 1 0.0%
 
-0.84844667 1 0.0%
 
-0.83703973 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.78061109 1 0.0%
 
0.817526 1 0.0%
 
0.90769312 1 0.0%
 
0.94640524 1 0.0%
 
0.99720675 1 0.0%
 

tBodyAcc-arCoeff()-Z,4
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.07864
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.45383
Q1 -0.23888
Median -0.08194
Q3 0.079229
95-th percentile 0.30724
Maximum 1
Range 2
Interquartile range 0.31811

Descriptive statistics

Standard deviation 0.23276
Coef of variation -2.9598
Kurtosis 0.056775
Mean -0.07864
MAD 0.18591
Skewness 0.066594
Sum -578.16
Variance 0.054176
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.070810811 1 0.0%
 
-0.12834644 1 0.0%
 
-0.4259563 1 0.0%
 
0.038747196 1 0.0%
 
-0.2150115 1 0.0%
 
-0.55357675 1 0.0%
 
0.20180238 1 0.0%
 
-0.079172067 1 0.0%
 
-0.079945926 1 0.0%
 
-0.053462615 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.93620242 1 0.0%
 
-0.92829616 1 0.0%
 
-0.91944643 1 0.0%
 
-0.91503975 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.6722141 1 0.0%
 
0.67230598 1 0.0%
 
0.78840573 1 0.0%
 
0.91838167 1 0.0%
 
1.0 1 0.0%
 

tBodyAcc-correlation()-X,Y
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.12513
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.65539
Q1 -0.37394
Median -0.16373
Q3 0.070818
95-th percentile 0.58845
Maximum 1
Range 2
Interquartile range 0.44476

Descriptive statistics

Standard deviation 0.36315
Coef of variation -2.9022
Kurtosis 0.36061
Mean -0.12513
MAD 0.28091
Skewness 0.58252
Sum -919.96
Variance 0.13188
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.21241003 1 0.0%
 
-0.75895348 1 0.0%
 
-0.37486164 1 0.0%
 
-0.067087449 1 0.0%
 
-0.23648842 1 0.0%
 
-0.40532096 1 0.0%
 
-0.20989122 1 0.0%
 
0.40650353 1 0.0%
 
-0.28206203 1 0.0%
 
-0.5404139 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99992173 1 0.0%
 
-0.99900527 1 0.0%
 
-0.9976812 1 0.0%
 
-0.99457688 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.98655265 1 0.0%
 
0.98927619 1 0.0%
 
0.99670586 1 0.0%
 
0.99902752 1 0.0%
 
1.0 1 0.0%
 

tBodyAcc-correlation()-X,Z
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.1938
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.75284
Q1 -0.40351
Median -0.18967
Q3 0.0051695
95-th percentile 0.36623
Maximum 1
Range 2
Interquartile range 0.40868

Descriptive statistics

Standard deviation 0.33112
Coef of variation -1.7086
Kurtosis 0.3684
Mean -0.1938
MAD 0.25725
Skewness 0.23705
Sum -1424.8
Variance 0.10964
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.13572875 1 0.0%
 
-0.64497537 1 0.0%
 
0.5532865 1 0.0%
 
-0.46063353 1 0.0%
 
-0.26431297 1 0.0%
 
-0.30291078 1 0.0%
 
-0.72598033 1 0.0%
 
-0.26160749 1 0.0%
 
-0.97747624 1 0.0%
 
-0.17036447 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99891689 1 0.0%
 
-0.99789968 1 0.0%
 
-0.99146642 1 0.0%
 
-0.98865634 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.97682927 1 0.0%
 
0.98123374 1 0.0%
 
0.99314944 1 0.0%
 
0.99483957 1 0.0%
 
1.0 1 0.0%
 

tBodyAcc-correlation()-Y,Z
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.10501
Minimum -0.97222
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -0.97222
5-th percentile -0.62282
Q1 -0.14797
Median 0.14748
Q3 0.38223
95-th percentile 0.68143
Maximum 1
Range 1.9722
Interquartile range 0.5302

Descriptive statistics

Standard deviation 0.38538
Coef of variation 3.6701
Kurtosis -0.21227
Mean 0.10501
MAD 0.31127
Skewness -0.35984
Sum 772
Variance 0.14852
Memory size 57.5 KiB
Value Count Frequency (%)  
0.30840947 1 0.0%
 
0.61253554 1 0.0%
 
-0.25096272 1 0.0%
 
0.42060037 1 0.0%
 
-0.13171186 1 0.0%
 
0.46551605 1 0.0%
 
0.15429198 1 0.0%
 
0.2680318 1 0.0%
 
0.21918853 1 0.0%
 
0.28526908 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-0.97221933 1 0.0%
 
-0.96963799 1 0.0%
 
-0.96410417 1 0.0%
 
-0.96046873 1 0.0%
 
-0.95555199 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.99697665 1 0.0%
 
0.99738005 1 0.0%
 
0.99838743 1 0.0%
 
0.99951266 1 0.0%
 
1.0 1 0.0%
 

tBodyAcc-energy()-X
Highly correlated

This variable is highly correlated with tBodyAcc-max()-X and should be ignored for analysis

Correlation 0.91134

tBodyAcc-energy()-Y
Highly correlated

This variable is highly correlated with tBodyAcc-mad()-Y and should be ignored for analysis

Correlation 0.92071

tBodyAcc-energy()-Z
Highly correlated

This variable is highly correlated with tBodyAcc-mad()-Z and should be ignored for analysis

Correlation 0.91967

tBodyAcc-entropy()-X
Numeric

Distinct count 3860
Unique (%) 52.5%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.10299
Minimum -1
Maximum 0.91966
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.75208
Q1 -0.57344
Median -0.073369
Q3 0.3365
95-th percentile 0.54364
Maximum 0.91966
Range 1.9197
Interquartile range 0.90994

Descriptive statistics

Standard deviation 0.46896
Coef of variation -4.5533
Kurtosis -1.5051
Mean -0.10299
MAD 0.43121
Skewness -0.040145
Sum -757.2
Variance 0.21992
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.76858336 31 0.4%
 
-0.72891185 30 0.4%
 
-0.77740301 28 0.4%
 
-0.75186908 27 0.4%
 
-0.71489166 26 0.4%
 
-0.74394659 26 0.4%
 
-0.73629771 26 0.4%
 
-0.68386757 25 0.3%
 
-0.70824068 23 0.3%
 
-0.76007696 22 0.3%
 
Other values (3850) 7088 96.4%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 12 0.2%
 
-0.97300716 4 0.1%
 
-0.95244931 4 0.1%
 
-0.94605066 2 0.0%
 
-0.93434322 5 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.88964355 1 0.0%
 
0.89944283 1 0.0%
 
0.90111862 1 0.0%
 
0.91239703 1 0.0%
 
0.91966171 1 0.0%
 

tBodyAcc-entropy()-Y
Numeric

Distinct count 5848
Unique (%) 79.5%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.13794
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.76254
Q1 -0.55958
Median -0.13679
Q3 0.28017
95-th percentile 0.43343
Maximum 1
Range 2
Interquartile range 0.83975

Descriptive statistics

Standard deviation 0.43727
Coef of variation -3.1701
Kurtosis -1.5182
Mean -0.13794
MAD 0.4049
Skewness -0.084367
Sum -1014.1
Variance 0.1912
Memory size 57.5 KiB
Value Count Frequency (%)  
-1.0 17 0.2%
 
-0.74767485 13 0.2%
 
-0.73179047 11 0.1%
 
-0.75315631 10 0.1%
 
-0.79234748 10 0.1%
 
-0.71160738 10 0.1%
 
-0.78410799 10 0.1%
 
-0.77437048 10 0.1%
 
-0.7026066 9 0.1%
 
-0.72905438 9 0.1%
 
Other values (5838) 7243 98.5%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 17 0.2%
 
-0.97810952 3 0.0%
 
-0.96143765 4 0.1%
 
-0.95624852 2 0.0%
 
-0.94675409 3 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.85351043 1 0.0%
 
0.87180267 1 0.0%
 
0.93830851 1 0.0%
 
0.98729545 1 0.0%
 
1.0 1 0.0%
 

tBodyAcc-entropy()-Z
Numeric

Distinct count 6462
Unique (%) 87.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.16395
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.69644
Q1 -0.50551
Median -0.14889
Q3 0.16412
95-th percentile 0.38078
Maximum 1
Range 2
Interquartile range 0.66963

Descriptive statistics

Standard deviation 0.37136
Coef of variation -2.2652
Kurtosis -1.2043
Mean -0.16395
MAD 0.33198
Skewness -0.0024051
Sum -1205.3
Variance 0.13791
Memory size 57.5 KiB
Value Count Frequency (%)  
-1.0 23 0.3%
 
-0.69031738 6 0.1%
 
-0.036501166 6 0.1%
 
-0.93357616 5 0.1%
 
0.067330118 5 0.1%
 
-0.7172678 4 0.1%
 
-0.72730622 4 0.1%
 
-0.76846269 4 0.1%
 
0.050782798 4 0.1%
 
0.11402529 4 0.1%
 
Other values (6452) 7287 99.1%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 23 0.3%
 
-0.97817646 4 0.1%
 
-0.96155558 2 0.0%
 
-0.94691692 2 0.0%
 
-0.93979104 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.80022066 1 0.0%
 
0.91338934 1 0.0%
 
0.95054509 1 0.0%
 
0.95365751 1 0.0%
 
1.0 1 0.0%
 

tBodyAcc-iqr()-X
Highly correlated

This variable is highly correlated with tBodyAcc-energy()-X and should be ignored for analysis

Correlation 0.94626

tBodyAcc-iqr()-Y
Highly correlated

This variable is highly correlated with tBodyAcc-energy()-Y and should be ignored for analysis

Correlation 0.90133

tBodyAcc-iqr()-Z
Highly correlated

This variable is highly correlated with tBodyAcc-sma() and should be ignored for analysis

Correlation 0.90899

tBodyAcc-mad()-X
Highly correlated

This variable is highly correlated with tBodyAcc-std()-Y and should be ignored for analysis

Correlation 0.9228

tBodyAcc-mad()-Y
Highly correlated

This variable is highly correlated with tBodyAcc-mad()-X and should be ignored for analysis

Correlation 0.91611

tBodyAcc-mad()-Z
Highly correlated

This variable is highly correlated with tBodyAcc-std()-Z and should be ignored for analysis

Correlation 0.99742

tBodyAcc-max()-X
Highly correlated

This variable is highly correlated with tBodyAcc-mad()-Y and should be ignored for analysis

Correlation 0.91041

tBodyAcc-max()-Y
Highly correlated

This variable is highly correlated with tBodyAcc-mad()-Y and should be ignored for analysis

Correlation 0.94955

tBodyAcc-max()-Z
Highly correlated

This variable is highly correlated with tBodyAcc-mad()-Z and should be ignored for analysis

Correlation 0.93194

tBodyAcc-mean()-X
Numeric

Distinct count 7347
Unique (%) 99.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.27449
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile 0.17815
Q1 0.26298
Median 0.27719
Q3 0.28846
95-th percentile 0.37471
Maximum 1
Range 2
Interquartile range 0.025486

Descriptive statistics

Standard deviation 0.070261
Coef of variation 0.25597
Kurtosis 50.911
Mean 0.27449
MAD 0.036327
Skewness -3.4483
Sum 2018
Variance 0.0049367
Memory size 57.5 KiB
Value Count Frequency (%)  
0.27743154 2 0.0%
 
0.28001367 2 0.0%
 
0.26963511 2 0.0%
 
0.27770711 2 0.0%
 
0.27908612 2 0.0%
 
0.46750005 1 0.0%
 
0.27141976 1 0.0%
 
0.29262666 1 0.0%
 
0.22972741 1 0.0%
 
0.40231295 1 0.0%
 
Other values (7337) 7337 99.8%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.87239538 1 0.0%
 
-0.85384825 1 0.0%
 
-0.50382267 1 0.0%
 
-0.46644048 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.6315101 1 0.0%
 
0.63262707 1 0.0%
 
0.6802662 1 0.0%
 
0.69276103 1 0.0%
 
1.0 1 0.0%
 

tBodyAcc-mean()-Y
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.017695
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.055281
Q1 -0.024863
Median -0.017219
Q3 -0.010783
95-th percentile 0.017749
Maximum 1
Range 2
Interquartile range 0.01408

Descriptive statistics

Standard deviation 0.040811
Coef of variation -2.3063
Kurtosis 172.49
Mean -0.017695
MAD 0.016277
Skewness -0.40299
Sum -130.1
Variance 0.0016655
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.032823017 1 0.0%
 
-0.020404749 1 0.0%
 
-0.0086091856 1 0.0%
 
0.00040772839 1 0.0%
 
-0.015648718 1 0.0%
 
-0.016859506 1 0.0%
 
-0.017184883 1 0.0%
 
-0.063723457 1 0.0%
 
-0.046974446 1 0.0%
 
0.00078622212 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.68489328 1 0.0%
 
-0.68409659 1 0.0%
 
-0.61809842 1 0.0%
 
-0.59420738 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.44923424 1 0.0%
 
0.53581987 1 0.0%
 
0.59451302 1 0.0%
 
0.64674689 1 0.0%
 
1.0 1 0.0%
 

tBodyAcc-mean()-Z
Numeric

Distinct count 7349
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.10914
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.17328
Q1 -0.12099
Median -0.10868
Q3 -0.097794
95-th percentile -0.047516
Maximum 1
Range 2
Interquartile range 0.023199

Descriptive statistics

Standard deviation 0.056635
Coef of variation -0.51892
Kurtosis 85.975
Mean -0.10914
MAD 0.02664
Skewness 1.7845
Sum -802.4
Variance 0.0032075
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.10631484 2 0.0%
 
-0.10566194 2 0.0%
 
-0.10805992 2 0.0%
 
-0.13792165 1 0.0%
 
-0.094658425 1 0.0%
 
-0.10009175 1 0.0%
 
-0.10463019 1 0.0%
 
-0.12804218 1 0.0%
 
-0.18574158 1 0.0%
 
-0.12031745 1 0.0%
 
Other values (7339) 7339 99.8%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.92598834 1 0.0%
 
-0.82550825 1 0.0%
 
-0.75752588 1 0.0%
 
-0.57475334 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.54393929 1 0.0%
 
0.71909398 1 0.0%
 
0.85071961 1 0.0%
 
0.94879499 1 0.0%
 
1.0 1 0.0%
 

tBodyAcc-min()-X
Numeric

Distinct count 5207
Unique (%) 70.8%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.52355
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.096943
Q1 0.19705
Median 0.79206
Q3 0.84442
95-th percentile 0.85118
Maximum 1
Range 2
Interquartile range 0.64737

Descriptive statistics

Standard deviation 0.36359
Coef of variation 0.69448
Kurtosis -0.98748
Mean 0.52355
MAD 0.3355
Skewness -0.60507
Sum 3849.1
Variance 0.1322
Memory size 57.5 KiB
Value Count Frequency (%)  
0.84666536 3 0.0%
 
0.8480357 2 0.0%
 
0.84482586 2 0.0%
 
0.1493567 2 0.0%
 
0.84736067 2 0.0%
 
0.82464944 2 0.0%
 
0.84579121 2 0.0%
 
0.84733059 2 0.0%
 
0.024495135 2 0.0%
 
-0.090097673 2 0.0%
 
Other values (5197) 7331 99.7%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.9348269 1 0.0%
 
-0.8744041 2 0.0%
 
-0.70218484 1 0.0%
 
-0.6795534 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.86628075 1 0.0%
 
0.88719695 1 0.0%
 
0.89211887 1 0.0%
 
0.90592519 1 0.0%
 
1.0 1 0.0%
 

tBodyAcc-min()-Y
Highly correlated

This variable is highly correlated with tBodyAcc-min()-X and should be ignored for analysis

Correlation 0.91073

tBodyAcc-min()-Z
Numeric

Distinct count 5160
Unique (%) 70.2%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.59437
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile 0.014104
Q1 0.38979
Median 0.77806
Q3 0.83732
95-th percentile 0.84607
Maximum 1
Range 2
Interquartile range 0.44754

Descriptive statistics

Standard deviation 0.29782
Coef of variation 0.50106
Kurtosis 0.98377
Mean 0.59437
MAD 0.25273
Skewness -1.158
Sum 4369.8
Variance 0.088695
Memory size 57.5 KiB
Value Count Frequency (%)  
0.84725217 2 0.0%
 
0.26225246 2 0.0%
 
0.84472743 2 0.0%
 
0.4921275 2 0.0%
 
0.84547659 2 0.0%
 
0.35873476 2 0.0%
 
0.43524215 2 0.0%
 
0.80898559 2 0.0%
 
0.83656251 2 0.0%
 
0.8023754 2 0.0%
 
Other values (5150) 7332 99.7%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 2 0.0%
 
-0.77936183 2 0.0%
 
-0.77716057 2 0.0%
 
-0.76514066 2 0.0%
 
-0.75032068 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.86812087 1 0.0%
 
0.92549697 1 0.0%
 
0.95404679 1 0.0%
 
0.97235932 1 0.0%
 
1.0 1 0.0%
 

tBodyAcc-sma()
Highly correlated

This variable is highly correlated with tBodyAcc-max()-Z and should be ignored for analysis

Correlation 0.90537

tBodyAcc-std()-X
Numeric

Distinct count 7349
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.60544
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99752
Q1 -0.99275
Median -0.9462
Q3 -0.24281
95-th percentile 0.20482
Maximum 1
Range 2
Interquartile range 0.74994

Descriptive statistics

Standard deviation 0.44873
Coef of variation -0.74117
Kurtosis -0.86561
Mean -0.60544
MAD 0.41084
Skewness 0.67743
Sum -4451.2
Variance 0.20136
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99892523 2 0.0%
 
-0.99490022 2 0.0%
 
-0.9906484 2 0.0%
 
-0.99235361 1 0.0%
 
-0.47569566 1 0.0%
 
-0.019479285 1 0.0%
 
0.1738543 1 0.0%
 
-0.99258135 1 0.0%
 
-0.56053641 1 0.0%
 
-0.99808744 1 0.0%
 
Other values (7339) 7339 99.8%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.9998972 1 0.0%
 
-0.99985047 1 0.0%
 
-0.99981319 1 0.0%
 
-0.99971749 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.81710448 1 0.0%
 
0.85331715 1 0.0%
 
0.87694158 1 0.0%
 
0.89992208 1 0.0%
 
1.0 1 0.0%
 

tBodyAcc-std()-Y
Highly correlated

This variable is highly correlated with tBodyAcc-std()-X and should be ignored for analysis

Correlation 0.92746

tBodyAcc-std()-Z
Numeric

Distinct count 7350
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.60475
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99311
Q1 -0.98023
Median -0.85936
Q3 -0.26241
95-th percentile 0.12742
Maximum 1
Range 2
Interquartile range 0.71782

Descriptive statistics

Standard deviation 0.41869
Coef of variation -0.69233
Kurtosis -0.61125
Mean -0.60475
MAD 0.3788
Skewness 0.69234
Sum -4446.1
Variance 0.1753
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.9879606 2 0.0%
 
-0.97281397 2 0.0%
 
-0.97994636 1 0.0%
 
-0.99005812 1 0.0%
 
-0.99600608 1 0.0%
 
-0.99243943 1 0.0%
 
-0.97081881 1 0.0%
 
-0.3850817 1 0.0%
 
-0.98563556 1 0.0%
 
-0.99529214 1 0.0%
 
Other values (7340) 7340 99.8%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99966678 1 0.0%
 
-0.99945444 1 0.0%
 
-0.99940654 1 0.0%
 
-0.99924206 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.85950834 1 0.0%
 
0.88859925 1 0.0%
 
0.90253247 1 0.0%
 
0.9313081 1 0.0%
 
1.0 1 0.0%
 

tBodyAccJerk-arCoeff()-X,1
Highly correlated

This variable is highly correlated with tBodyAcc-arCoeff()-X,1 and should be ignored for analysis

Correlation 0.95971

tBodyAccJerk-arCoeff()-X,2
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.16204
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.15253
Q1 0.040551
Median 0.165
Q3 0.28437
95-th percentile 0.46619
Maximum 1
Range 2
Interquartile range 0.24382

Descriptive statistics

Standard deviation 0.1924
Coef of variation 1.1874
Kurtosis 1.0428
Mean 0.16204
MAD 0.14894
Skewness -0.085989
Sum 1191.3
Variance 0.03702
Memory size 57.5 KiB
Value Count Frequency (%)  
0.26268811 1 0.0%
 
-0.095776684 1 0.0%
 
-0.029215977 1 0.0%
 
-0.036253647 1 0.0%
 
0.27164861 1 0.0%
 
0.25393989 1 0.0%
 
0.29364058 1 0.0%
 
-0.22891457 1 0.0%
 
0.24131347 1 0.0%
 
-0.0053969711 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.82440587 1 0.0%
 
-0.80149137 1 0.0%
 
-0.74138685 1 0.0%
 
-0.68039651 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.91121377 1 0.0%
 
0.91403614 1 0.0%
 
0.92442065 1 0.0%
 
0.95026846 1 0.0%
 
1.0 1 0.0%
 

tBodyAccJerk-arCoeff()-X,3
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.063627
Minimum -1
Maximum 0.96458
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.35283
Q1 -0.089677
Median 0.073351
Q3 0.22919
95-th percentile 0.43919
Maximum 0.96458
Range 1.9646
Interquartile range 0.31887

Descriptive statistics

Standard deviation 0.2408
Coef of variation 3.7845
Kurtosis 0.13177
Mean 0.063627
MAD 0.19126
Skewness -0.2253
Sum 467.79
Variance 0.057984
Memory size 57.5 KiB
Value Count Frequency (%)  
0.30198196 1 0.0%
 
0.32243157 1 0.0%
 
0.16408278 1 0.0%
 
0.064990969 1 0.0%
 
0.31216593 1 0.0%
 
0.5484513 1 0.0%
 
-0.10111746 1 0.0%
 
-0.18267572 1 0.0%
 
0.17329835 1 0.0%
 
-0.11562966 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.86799674 1 0.0%
 
-0.83629054 1 0.0%
 
-0.81780984 1 0.0%
 
-0.79350389 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.77784702 1 0.0%
 
0.80821095 1 0.0%
 
0.82084973 1 0.0%
 
0.87702965 1 0.0%
 
0.96457587 1 0.0%
 

tBodyAccJerk-arCoeff()-X,4
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.12072
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.20192
Q1 -0.0094058
Median 0.12813
Q3 0.25727
95-th percentile 0.42133
Maximum 1
Range 2
Interquartile range 0.26667

Descriptive statistics

Standard deviation 0.19428
Coef of variation 1.6093
Kurtosis 0.23896
Mean 0.12072
MAD 0.1557
Skewness -0.20197
Sum 887.55
Variance 0.037745
Memory size 57.5 KiB
Value Count Frequency (%)  
0.42573825 1 0.0%
 
0.20375988 1 0.0%
 
-0.22598714 1 0.0%
 
0.19759474 1 0.0%
 
0.24641835 1 0.0%
 
0.22198612 1 0.0%
 
0.29699342 1 0.0%
 
-0.060190836 1 0.0%
 
-0.039692771 1 0.0%
 
0.2087982 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.72146136 1 0.0%
 
-0.71156578 1 0.0%
 
-0.64613467 1 0.0%
 
-0.64378928 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.71212675 1 0.0%
 
0.73582633 1 0.0%
 
0.86421019 1 0.0%
 
0.9069035 1 0.0%
 
1.0 1 0.0%
 

tBodyAccJerk-arCoeff()-Y,1
Highly correlated

This variable is highly correlated with tBodyAcc-arCoeff()-Y,1 and should be ignored for analysis

Correlation 0.95275

tBodyAccJerk-arCoeff()-Y,2
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.064392
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.29216
Q1 -0.068691
Median 0.06099
Q3 0.2039
95-th percentile 0.41859
Maximum 1
Range 2
Interquartile range 0.27259

Descriptive statistics

Standard deviation 0.21841
Coef of variation 3.3919
Kurtosis 0.86575
Mean 0.064392
MAD 0.16879
Skewness -0.023146
Sum 473.41
Variance 0.047705
Memory size 57.5 KiB
Value Count Frequency (%)  
0.11816546 1 0.0%
 
0.0244329 1 0.0%
 
0.14802329 1 0.0%
 
0.060466198 1 0.0%
 
-0.061694946 1 0.0%
 
-0.20107031 1 0.0%
 
0.31514939 1 0.0%
 
0.28453887 1 0.0%
 
-0.082368212 1 0.0%
 
-0.1422546 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.96002442 1 0.0%
 
-0.94846755 1 0.0%
 
-0.83129506 1 0.0%
 
-0.8116415 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.95010746 1 0.0%
 
0.95042646 1 0.0%
 
0.95401345 1 0.0%
 
0.98033511 1 0.0%
 
1.0 1 0.0%
 

tBodyAccJerk-arCoeff()-Y,3
Numeric

Distinct count 7351
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.17301
Minimum -1
Maximum 0.99159
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.24371
Q1 0.017466
Median 0.18487
Q3 0.34137
95-th percentile 0.54399
Maximum 0.99159
Range 1.9916
Interquartile range 0.32391

Descriptive statistics

Standard deviation 0.24128
Coef of variation 1.3946
Kurtosis 0.28202
Mean 0.17301
MAD 0.19109
Skewness -0.30657
Sum 1272
Variance 0.058215
Memory size 57.5 KiB
Value Count Frequency (%)  
0.12284005 2 0.0%
 
0.04443723 1 0.0%
 
0.32535184 1 0.0%
 
0.18333214 1 0.0%
 
-0.06331237 1 0.0%
 
0.057515839 1 0.0%
 
0.0084190437 1 0.0%
 
0.094725768 1 0.0%
 
0.08554368 1 0.0%
 
-0.13874421 1 0.0%
 
Other values (7341) 7341 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.91817563 1 0.0%
 
-0.82877851 1 0.0%
 
-0.82279662 1 0.0%
 
-0.78616359 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.86296322 1 0.0%
 
0.87749224 1 0.0%
 
0.9126348 1 0.0%
 
0.95776758 1 0.0%
 
0.99159215 1 0.0%
 

tBodyAccJerk-arCoeff()-Y,4
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.32202
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.019513
Q1 0.1918
Median 0.32744
Q3 0.46115
95-th percentile 0.64641
Maximum 1
Range 2
Interquartile range 0.26935

Descriptive statistics

Standard deviation 0.20291
Coef of variation 0.63012
Kurtosis 0.45978
Mean 0.32202
MAD 0.16064
Skewness -0.24097
Sum 2367.5
Variance 0.041172
Memory size 57.5 KiB
Value Count Frequency (%)  
0.1601842 1 0.0%
 
0.38148685 1 0.0%
 
0.0082820985 1 0.0%
 
0.49507764 1 0.0%
 
0.52249401 1 0.0%
 
0.36166514 1 0.0%
 
0.27414675 1 0.0%
 
0.6723681 1 0.0%
 
0.27073449 1 0.0%
 
0.61942184 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.61969416 1 0.0%
 
-0.60333306 1 0.0%
 
-0.58469868 1 0.0%
 
-0.55751572 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.90232006 1 0.0%
 
0.9193587 1 0.0%
 
0.92820933 1 0.0%
 
0.97157186 1 0.0%
 
1.0 1 0.0%
 

tBodyAccJerk-arCoeff()-Z,1
Highly correlated

This variable is highly correlated with tBodyAcc-arCoeff()-Z,1 and should be ignored for analysis

Correlation 0.95474

tBodyAccJerk-arCoeff()-Z,2
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.083587
Minimum -0.79907
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -0.79907
5-th percentile -0.23931
Q1 -0.042635
Median 0.083258
Q3 0.20818
95-th percentile 0.406
Maximum 1
Range 1.7991
Interquartile range 0.25081

Descriptive statistics

Standard deviation 0.19675
Coef of variation 2.3539
Kurtosis 0.53624
Mean 0.083587
MAD 0.15389
Skewness 0.028097
Sum 614.53
Variance 0.038712
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.092037968 1 0.0%
 
-0.099532337 1 0.0%
 
-0.12442795 1 0.0%
 
0.13017648 1 0.0%
 
0.018984856 1 0.0%
 
0.14029536 1 0.0%
 
0.27933813 1 0.0%
 
0.33176339 1 0.0%
 
0.19410308 1 0.0%
 
0.037430371 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-0.79906863 1 0.0%
 
-0.78278229 1 0.0%
 
-0.77405584 1 0.0%
 
-0.67020092 1 0.0%
 
-0.65985886 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.78913127 1 0.0%
 
0.81930466 1 0.0%
 
0.85391821 1 0.0%
 
0.88506613 1 0.0%
 
1.0 1 0.0%
 

tBodyAccJerk-arCoeff()-Z,3
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.0036136
Minimum -1
Maximum 0.93355
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.39888
Q1 -0.14532
Median 0.011784
Q3 0.15966
95-th percentile 0.33632
Maximum 0.93355
Range 1.9335
Interquartile range 0.30497

Descriptive statistics

Standard deviation 0.22534
Coef of variation -62.358
Kurtosis 0.16977
Mean -0.0036136
MAD 0.17984
Skewness -0.35013
Sum -26.568
Variance 0.050779
Memory size 57.5 KiB
Value Count Frequency (%)  
0.3923844 1 0.0%
 
0.070951563 1 0.0%
 
0.17179749 1 0.0%
 
0.10424722 1 0.0%
 
-0.24460446 1 0.0%
 
0.056673613 1 0.0%
 
-0.032822641 1 0.0%
 
-0.247433 1 0.0%
 
-0.17470279 1 0.0%
 
0.0032740989 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.95549446 1 0.0%
 
-0.935246 1 0.0%
 
-0.9169945 1 0.0%
 
-0.87460389 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.66159927 1 0.0%
 
0.66172146 1 0.0%
 
0.67929476 1 0.0%
 
0.77432692 1 0.0%
 
0.93354746 1 0.0%
 

tBodyAccJerk-arCoeff()-Z,4
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.13946
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.27596
Q1 -0.015078
Median 0.15394
Q3 0.3017
95-th percentile 0.50548
Maximum 1
Range 2
Interquartile range 0.31678

Descriptive statistics

Standard deviation 0.2382
Coef of variation 1.708
Kurtosis 0.30708
Mean 0.13946
MAD 0.1883
Skewness -0.28179
Sum 1025.3
Variance 0.056738
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.25313433 1 0.0%
 
0.18978295 1 0.0%
 
0.091488997 1 0.0%
 
0.12416573 1 0.0%
 
0.19091596 1 0.0%
 
0.13859188 1 0.0%
 
-0.3008445 1 0.0%
 
0.28122502 1 0.0%
 
0.17918603 1 0.0%
 
0.49031504 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.84292689 1 0.0%
 
-0.76507069 1 0.0%
 
-0.75658748 1 0.0%
 
-0.74024474 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.85633131 1 0.0%
 
0.85975336 1 0.0%
 
0.86019917 1 0.0%
 
0.90556787 1 0.0%
 
1.0 1 0.0%
 

tBodyAccJerk-correlation()-X,Y
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.1448
Minimum -1
Maximum 0.90448
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.56949
Q1 -0.31049
Median -0.14473
Q3 0.020057
95-th percentile 0.27543
Maximum 0.90448
Range 1.9045
Interquartile range 0.33055

Descriptive statistics

Standard deviation 0.25589
Coef of variation -1.7673
Kurtosis 0.23389
Mean -0.1448
MAD 0.20142
Skewness 0.04194
Sum -1064.5
Variance 0.065481
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.06201661 1 0.0%
 
-0.097363547 1 0.0%
 
0.22001758 1 0.0%
 
-0.58395828 1 0.0%
 
0.077126863 1 0.0%
 
-0.19234291 1 0.0%
 
0.19756399 1 0.0%
 
-0.0041116366 1 0.0%
 
-0.69213029 1 0.0%
 
0.24636137 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.98645695 1 0.0%
 
-0.97905525 1 0.0%
 
-0.93398555 1 0.0%
 
-0.92423639 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.85105765 1 0.0%
 
0.86753446 1 0.0%
 
0.86972621 1 0.0%
 
0.89924678 1 0.0%
 
0.90448 1 0.0%
 

tBodyAccJerk-correlation()-X,Z
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.0086028
Minimum -1
Maximum 0.99326
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.46839
Q1 -0.19337
Median 0.017324
Q3 0.21315
95-th percentile 0.47233
Maximum 0.99326
Range 1.9933
Interquartile range 0.40652

Descriptive statistics

Standard deviation 0.28782
Coef of variation 33.456
Kurtosis -0.27005
Mean 0.0086028
MAD 0.23416
Skewness -0.06466
Sum 63.248
Variance 0.08284
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.52738288 1 0.0%
 
0.56045228 1 0.0%
 
0.27325199 1 0.0%
 
0.16372264 1 0.0%
 
0.27719164 1 0.0%
 
0.51217957 1 0.0%
 
0.41915687 1 0.0%
 
-0.20812239 1 0.0%
 
0.017794429 1 0.0%
 
0.32717216 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.97315833 1 0.0%
 
-0.96543146 1 0.0%
 
-0.95302142 1 0.0%
 
-0.95199503 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.85833202 1 0.0%
 
0.86757962 1 0.0%
 
0.9193124 1 0.0%
 
0.96156469 1 0.0%
 
0.99325846 1 0.0%
 

tBodyAccJerk-correlation()-Y,Z
Numeric

Distinct count 7350
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.0883
Minimum -0.95951
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -0.95951
5-th percentile -0.3387
Q1 -0.09791
Median 0.079879
Q3 0.26864
95-th percentile 0.54935
Maximum 1
Range 1.9595
Interquartile range 0.36655

Descriptive statistics

Standard deviation 0.27225
Coef of variation 3.0832
Kurtosis -0.0616
Mean 0.0883
MAD 0.21769
Skewness 0.066792
Sum 649.18
Variance 0.074119
Memory size 57.5 KiB
Value Count Frequency (%)  
0.32707377 2 0.0%
 
0.26026731 2 0.0%
 
0.25102999 1 0.0%
 
-0.16350585 1 0.0%
 
0.63657305 1 0.0%
 
-0.14877342 1 0.0%
 
-0.0088575358 1 0.0%
 
-0.01295254 1 0.0%
 
-0.058336062 1 0.0%
 
-0.27133506 1 0.0%
 
Other values (7340) 7340 99.8%
 

Minimum 5 values

Value Count Frequency (%)  
-0.95950504 1 0.0%
 
-0.89566069 1 0.0%
 
-0.81696233 1 0.0%
 
-0.79346454 1 0.0%
 
-0.77309222 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.92011097 1 0.0%
 
0.93998922 1 0.0%
 
0.95759293 1 0.0%
 
0.99036365 1 0.0%
 
1.0 1 0.0%
 

tBodyAccJerk-energy()-X
Highly correlated

This variable is highly correlated with tBodyAccJerk-sma() and should be ignored for analysis

Correlation 0.91828

tBodyAccJerk-energy()-Y
Highly correlated

This variable is highly correlated with tBodyAccJerk-sma() and should be ignored for analysis

Correlation 0.92323

tBodyAccJerk-energy()-Z
Highly correlated

This variable is highly correlated with tBodyAccJerk-max()-Z and should be ignored for analysis

Correlation 0.90121

tBodyAccJerk-entropy()-X
Highly correlated

This variable is highly correlated with tBodyAccJerk-iqr()-Y and should be ignored for analysis

Correlation 0.91558

tBodyAccJerk-entropy()-Y
Highly correlated

This variable is highly correlated with tBodyAccJerk-entropy()-X and should be ignored for analysis

Correlation 0.98096

tBodyAccJerk-entropy()-Z
Highly correlated

This variable is highly correlated with tBodyAccJerk-entropy()-Y and should be ignored for analysis

Correlation 0.97157

tBodyAccJerk-iqr()-X
Highly correlated

This variable is highly correlated with tBodyAccJerk-energy()-X and should be ignored for analysis

Correlation 0.92329

tBodyAccJerk-iqr()-Y
Highly correlated

This variable is highly correlated with tBodyAccJerk-iqr()-X and should be ignored for analysis

Correlation 0.93649

tBodyAccJerk-iqr()-Z
Highly correlated

This variable is highly correlated with tBodyAccJerk-iqr()-X and should be ignored for analysis

Correlation 0.90161

tBodyAccJerk-mad()-X
Highly correlated

This variable is highly correlated with tBodyAccJerk-std()-Z and should be ignored for analysis

Correlation 0.91232

tBodyAccJerk-mad()-Y
Highly correlated

This variable is highly correlated with tBodyAccJerk-mad()-X and should be ignored for analysis

Correlation 0.95687

tBodyAccJerk-mad()-Z
Highly correlated

This variable is highly correlated with tBodyAccJerk-mad()-Y and should be ignored for analysis

Correlation 0.90415

tBodyAccJerk-max()-X
Highly correlated

This variable is highly correlated with tBodyAccJerk-mad()-X and should be ignored for analysis

Correlation 0.95443

tBodyAccJerk-max()-Y
Highly correlated

This variable is highly correlated with tBodyAccJerk-mad()-Y and should be ignored for analysis

Correlation 0.95

tBodyAccJerk-max()-Z
Highly correlated

This variable is highly correlated with tBodyAccJerk-mad()-Z and should be ignored for analysis

Correlation 0.94341

tBodyAccJerk-mean()-X
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.079126
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.23511
Q1 0.063584
Median 0.075987
Q3 0.091025
95-th percentile 0.40769
Maximum 1
Range 2
Interquartile range 0.027441

Descriptive statistics

Standard deviation 0.18092
Coef of variation 2.2865
Kurtosis 4.6433
Mean 0.079126
MAD 0.097923
Skewness 0.10935
Sum 581.73
Variance 0.032732
Memory size 57.5 KiB
Value Count Frequency (%)  
0.05346247 1 0.0%
 
-0.038715714 1 0.0%
 
-0.21680283 1 0.0%
 
0.073377507 1 0.0%
 
0.07185522 1 0.0%
 
-0.03369038 1 0.0%
 
0.78920198 1 0.0%
 
0.39977844 1 0.0%
 
0.076226261 1 0.0%
 
0.25302851 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.79923655 1 0.0%
 
-0.77679071 1 0.0%
 
-0.74726611 1 0.0%
 
-0.7439812 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.94027888 1 0.0%
 
0.96508845 1 0.0%
 
0.98074487 1 0.0%
 
0.98120238 1 0.0%
 
1.0 1 0.0%
 

tBodyAccJerk-mean()-Y
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.0085555
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.27264
Q1 -0.016735
Median 0.010749
Q3 0.032517
95-th percentile 0.28838
Maximum 1
Range 2
Interquartile range 0.049252

Descriptive statistics

Standard deviation 0.16371
Coef of variation 19.135
Kurtosis 4.7741
Mean 0.0085555
MAD 0.092836
Skewness 0.0027493
Sum 62.9
Variance 0.0268
Memory size 57.5 KiB
Value Count Frequency (%)  
0.0079361425 1 0.0%
 
0.02171363 1 0.0%
 
0.011966738 1 0.0%
 
0.064748298 1 0.0%
 
0.013958067 1 0.0%
 
-0.0037781166 1 0.0%
 
0.032765017 1 0.0%
 
0.0021734031 1 0.0%
 
0.0053617861 1 0.0%
 
0.0096645876 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.94741188 1 0.0%
 
-0.93249205 1 0.0%
 
-0.82715822 1 0.0%
 
-0.8184245 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.82356306 1 0.0%
 
0.83517154 1 0.0%
 
0.85416813 1 0.0%
 
0.86385241 1 0.0%
 
1.0 1 0.0%
 

tBodyAccJerk-mean()-Z
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.0046931
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.27817
Q1 -0.03084
Median -0.0011386
Q3 0.024794
95-th percentile 0.25678
Maximum 1
Range 2
Interquartile range 0.055634

Descriptive statistics

Standard deviation 0.15991
Coef of variation -34.073
Kurtosis 5.4586
Mean -0.0046931
MAD 0.091231
Skewness -0.084932
Sum -34.504
Variance 0.025571
Memory size 57.5 KiB
Value Count Frequency (%)  
0.029176522 1 0.0%
 
0.00032370247 1 0.0%
 
-0.008059581 1 0.0%
 
-0.017986117 1 0.0%
 
0.050216538 1 0.0%
 
0.0055925248 1 0.0%
 
0.03255032 1 0.0%
 
-0.022386254 1 0.0%
 
0.0074662915 1 0.0%
 
0.017107785 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.94305695 1 0.0%
 
-0.90116699 1 0.0%
 
-0.89868801 1 0.0%
 
-0.872717 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.80595569 1 0.0%
 
0.81830732 1 0.0%
 
0.82036748 1 0.0%
 
0.8349103 1 0.0%
 
1.0 1 0.0%
 

tBodyAccJerk-min()-X
Highly correlated

This variable is highly correlated with tBodyAcc-min()-X and should be ignored for analysis

Correlation 0.92231

tBodyAccJerk-min()-Y
Highly correlated

This variable is highly correlated with tBodyAcc-min()-Y and should be ignored for analysis

Correlation 0.94357

tBodyAccJerk-min()-Z
Highly correlated

This variable is highly correlated with tBodyAcc-min()-Z and should be ignored for analysis

Correlation 0.91259

tBodyAccJerk-sma()
Highly correlated

This variable is highly correlated with tBodyAccJerk-max()-Z and should be ignored for analysis

Correlation 0.9032

tBodyAccJerk-std()-X
Highly correlated

This variable is highly correlated with tBodyAcc-iqr()-X and should be ignored for analysis

Correlation 0.95011

tBodyAccJerk-std()-Y
Highly correlated

This variable is highly correlated with tBodyAccJerk-std()-X and should be ignored for analysis

Correlation 0.95359

tBodyAccJerk-std()-Z
Highly correlated

This variable is highly correlated with tBodyAccJerk-std()-Y and should be ignored for analysis

Correlation 0.90082

tBodyAccJerkMag-arCoeff()1
Numeric

Distinct count 7350
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.079382
Minimum -1
Maximum 0.86283
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.33526
Q1 -0.089238
Median 0.091773
Q3 0.26125
95-th percentile 0.44731
Maximum 0.86283
Range 1.8628
Interquartile range 0.35049

Descriptive statistics

Standard deviation 0.2437
Coef of variation 3.07
Kurtosis -0.21589
Mean 0.079382
MAD 0.19876
Skewness -0.25693
Sum 583.62
Variance 0.059391
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.17930988 2 0.0%
 
0.29374448 2 0.0%
 
0.22314448 1 0.0%
 
0.076903693 1 0.0%
 
0.059350691 1 0.0%
 
0.6497038 1 0.0%
 
0.092029057 1 0.0%
 
0.24339801 1 0.0%
 
-0.05649709 1 0.0%
 
0.28901172 1 0.0%
 
Other values (7340) 7340 99.8%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.91169086 1 0.0%
 
-0.91151439 1 0.0%
 
-0.78549536 1 0.0%
 
-0.72364662 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.73792847 1 0.0%
 
0.74515622 1 0.0%
 
0.76069832 1 0.0%
 
0.77264382 1 0.0%
 
0.86283136 1 0.0%
 

tBodyAccJerkMag-arCoeff()2
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.029727
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.39274
Q1 -0.21236
Median -0.057443
Q3 0.1383
95-th percentile 0.40544
Maximum 1
Range 2
Interquartile range 0.35066

Descriptive statistics

Standard deviation 0.24681
Coef of variation -8.3024
Kurtosis -0.056533
Mean -0.029727
MAD 0.19995
Skewness 0.3978
Sum -218.55
Variance 0.060913
Memory size 57.5 KiB
Value Count Frequency (%)  
0.1391529 1 0.0%
 
-0.0072601218 1 0.0%
 
0.33004648 1 0.0%
 
-0.32373762 1 0.0%
 
-0.15158758 1 0.0%
 
-0.26285986 1 0.0%
 
-0.23063342 1 0.0%
 
-0.29174343 1 0.0%
 
0.39815832 1 0.0%
 
0.13658088 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.80465299 1 0.0%
 
-0.77219908 1 0.0%
 
-0.74274466 1 0.0%
 
-0.70946641 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.88565157 1 0.0%
 
0.91292261 1 0.0%
 
0.93223654 1 0.0%
 
0.93904529 1 0.0%
 
1.0 1 0.0%
 

tBodyAccJerkMag-arCoeff()3
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.084343
Minimum -0.83056
Maximum 0.91435
Zeros (%) 0.0%

Quantile statistics

Minimum -0.83056
5-th percentile -0.46148
Q1 -0.24319
Median -0.087247
Q3 0.067611
95-th percentile 0.3093
Maximum 0.91435
Range 1.7449
Interquartile range 0.3108

Descriptive statistics

Standard deviation 0.23612
Coef of variation -2.7995
Kurtosis 0.16657
Mean -0.084343
MAD 0.18724
Skewness 0.14163
Sum -620.09
Variance 0.055751
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.074706268 1 0.0%
 
0.024216614 1 0.0%
 
-0.45913498 1 0.0%
 
-0.25890172 1 0.0%
 
-0.084193431 1 0.0%
 
0.19859699 1 0.0%
 
0.028644053 1 0.0%
 
0.31228588 1 0.0%
 
0.20925566 1 0.0%
 
-0.024499415 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-0.83055874 1 0.0%
 
-0.80399159 1 0.0%
 
-0.79095589 1 0.0%
 
-0.78803198 1 0.0%
 
-0.77977282 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.77363755 1 0.0%
 
0.7856919 1 0.0%
 
0.83091139 1 0.0%
 
0.89319414 1 0.0%
 
0.91434541 1 0.0%
 

tBodyAccJerkMag-arCoeff()4
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.049384
Minimum -1
Maximum 0.97433
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.46358
Q1 -0.2252
Median -0.051537
Q3 0.12297
95-th percentile 0.37782
Maximum 0.97433
Range 1.9743
Interquartile range 0.34817

Descriptive statistics

Standard deviation 0.25596
Coef of variation -5.1831
Kurtosis 0.01697
Mean -0.049384
MAD 0.20399
Skewness 0.092988
Sum -363.07
Variance 0.065517
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.36621341 1 0.0%
 
0.05234377 1 0.0%
 
-0.45489997 1 0.0%
 
0.034052303 1 0.0%
 
0.21434909 1 0.0%
 
-0.23610644 1 0.0%
 
-0.030302806 1 0.0%
 
0.24101563 1 0.0%
 
-0.46262084 1 0.0%
 
-0.1734735 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.93019849 1 0.0%
 
-0.91421822 1 0.0%
 
-0.88040069 1 0.0%
 
-0.83789685 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.79587479 1 0.0%
 
0.81049139 1 0.0%
 
0.84072014 1 0.0%
 
0.87727768 1 0.0%
 
0.97433286 1 0.0%
 

tBodyAccJerkMag-energy()
Highly correlated

This variable is highly correlated with tBodyAccJerkMag-sma() and should be ignored for analysis

Correlation 0.94943

tBodyAccJerkMag-entropy()
Highly correlated

This variable is highly correlated with tBodyAccJerkMag-iqr() and should be ignored for analysis

Correlation 0.92519

tBodyAccJerkMag-iqr()
Highly correlated

This variable is highly correlated with tBodyAccJerkMag-energy() and should be ignored for analysis

Correlation 0.94691

tBodyAccJerkMag-mad()
Highly correlated

This variable is highly correlated with tBodyAccJerkMag-std() and should be ignored for analysis

Correlation 0.9983

tBodyAccJerkMag-max()
Highly correlated

This variable is highly correlated with tBodyAccJerkMag-mad() and should be ignored for analysis

Correlation 0.98174

tBodyAccJerkMag-mean()
Highly correlated

This variable is highly correlated with tGravityAccMag-iqr() and should be ignored for analysis

Correlation 0.91483

tBodyAccJerkMag-min()
Numeric

Distinct count 5143
Unique (%) 70.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.78569
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.9926
Q1 -0.98374
Median -0.96425
Q3 -0.60555
95-th percentile -0.26387
Maximum 1
Range 2
Interquartile range 0.37818

Descriptive statistics

Standard deviation 0.26252
Coef of variation -0.33413
Kurtosis 1.0978
Mean -0.78569
MAD 0.22119
Skewness 1.2543
Sum -5776.4
Variance 0.068918
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.98294526 3 0.0%
 
-1.0 2 0.0%
 
-0.98468404 2 0.0%
 
-0.56649125 2 0.0%
 
-0.49797363 2 0.0%
 
-0.9930299 2 0.0%
 
-0.70080521 2 0.0%
 
-0.55232681 2 0.0%
 
-0.42139806 2 0.0%
 
-0.65575244 2 0.0%
 
Other values (5133) 7331 99.7%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 2 0.0%
 
-0.99927351 2 0.0%
 
-0.99921985 2 0.0%
 
-0.9989277 2 0.0%
 
-0.99890648 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.41466315 1 0.0%
 
0.4412473 1 0.0%
 
0.5377499 1 0.0%
 
0.54699231 1 0.0%
 
1.0 1 0.0%
 

tBodyAccJerkMag-sma()
Highly correlated

This variable is highly correlated with tBodyAccJerkMag-max() and should be ignored for analysis

Correlation 0.97407

tBodyAccJerkMag-std()
Highly correlated

This variable is highly correlated with tBodyAccJerkMag-mean() and should be ignored for analysis

Correlation 0.98561

tBodyAccMag-arCoeff()1
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.072481
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.54513
Q1 -0.29575
Median -0.076562
Q3 0.13949
95-th percentile 0.41685
Maximum 1
Range 2
Interquartile range 0.43524

Descriptive statistics

Standard deviation 0.29499
Coef of variation -4.0699
Kurtosis -0.52175
Mean -0.072481
MAD 0.24193
Skewness 0.057712
Sum -532.88
Variance 0.087022
Memory size 57.5 KiB
Value Count Frequency (%)  
0.29701303 1 0.0%
 
0.32666176 1 0.0%
 
-0.050477519 1 0.0%
 
-0.057688652 1 0.0%
 
-0.36936003 1 0.0%
 
-0.084635881 1 0.0%
 
-0.21201309 1 0.0%
 
-0.038283701 1 0.0%
 
-0.545736 1 0.0%
 
-0.50923629 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.97108486 1 0.0%
 
-0.96695981 1 0.0%
 
-0.95491541 1 0.0%
 
-0.95461335 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.72770307 1 0.0%
 
0.75927055 1 0.0%
 
0.82173217 1 0.0%
 
0.87660105 1 0.0%
 
1.0 1 0.0%
 

tBodyAccMag-arCoeff()2
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.024964
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.35033
Q1 -0.1513
Median 0.018165
Q3 0.19207
95-th percentile 0.42941
Maximum 1
Range 2
Interquartile range 0.34336

Descriptive statistics

Standard deviation 0.23848
Coef of variation 9.553
Kurtosis -0.29437
Mean 0.024964
MAD 0.1942
Skewness 0.18631
Sum 183.54
Variance 0.056875
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.1132877 1 0.0%
 
0.14095956 1 0.0%
 
-0.073456269 1 0.0%
 
0.22570402 1 0.0%
 
0.46742966 1 0.0%
 
0.13950107 1 0.0%
 
0.083911433 1 0.0%
 
-0.23046113 1 0.0%
 
-0.2237416 1 0.0%
 
0.1356017 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.82174058 1 0.0%
 
-0.61896989 1 0.0%
 
-0.61305945 1 0.0%
 
-0.60766466 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.80932287 1 0.0%
 
0.85129315 1 0.0%
 
0.90123451 1 0.0%
 
0.90680896 1 0.0%
 
1.0 1 0.0%
 

tBodyAccMag-arCoeff()3
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.060692
Minimum -1
Maximum 0.99473
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.36839
Q1 -0.1083
Median 0.069458
Q3 0.23914
95-th percentile 0.46271
Maximum 0.99473
Range 1.9947
Interquartile range 0.34743

Descriptive statistics

Standard deviation 0.25465
Coef of variation 4.1958
Kurtosis 0.12299
Mean 0.060692
MAD 0.20318
Skewness -0.16917
Sum 446.2
Variance 0.064847
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.073485495 1 0.0%
 
-0.18287746 1 0.0%
 
0.20010123 1 0.0%
 
0.22746734 1 0.0%
 
0.10940984 1 0.0%
 
-0.10193089 1 0.0%
 
0.29221543 1 0.0%
 
0.33855149 1 0.0%
 
0.071891848 1 0.0%
 
-0.32875752 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.912329 1 0.0%
 
-0.91104749 1 0.0%
 
-0.82827806 1 0.0%
 
-0.80583875 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.88824037 1 0.0%
 
0.88837244 1 0.0%
 
0.91977667 1 0.0%
 
0.95216776 1 0.0%
 
0.994731 1 0.0%
 

tBodyAccMag-arCoeff()4
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.058675
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.50108
Q1 -0.23682
Median -0.05817
Q3 0.12639
95-th percentile 0.37142
Maximum 1
Range 2
Interquartile range 0.36321

Descriptive statistics

Standard deviation 0.26512
Coef of variation -4.5185
Kurtosis -0.043681
Mean -0.058675
MAD 0.21199
Skewness -0.016876
Sum -431.38
Variance 0.070291
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.14794809 1 0.0%
 
-0.45398683 1 0.0%
 
-0.18961658 1 0.0%
 
0.055391608 1 0.0%
 
-0.076301989 1 0.0%
 
0.078362815 1 0.0%
 
-0.037974254 1 0.0%
 
-0.35728402 1 0.0%
 
-0.26011475 1 0.0%
 
0.13361425 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.95815093 1 0.0%
 
-0.953493 1 0.0%
 
-0.93724367 1 0.0%
 
-0.90735341 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.82396852 1 0.0%
 
0.83690505 1 0.0%
 
0.91185763 1 0.0%
 
0.9245658 1 0.0%
 
1.0 1 0.0%
 

tBodyAccMag-energy()
Highly correlated

This variable is highly correlated with tBodyAccMag-sma() and should be ignored for analysis

Correlation 0.95918

tBodyAccMag-entropy()
Highly correlated

This variable is highly correlated with tBodyAccMag-sma() and should be ignored for analysis

Correlation 0.92397

tBodyAccMag-iqr()
Highly correlated

This variable is highly correlated with tBodyAccMag-energy() and should be ignored for analysis

Correlation 0.94108

tBodyAccMag-mad()
Highly correlated

This variable is highly correlated with tBodyAccMag-std() and should be ignored for analysis

Correlation 0.9975

tBodyAccMag-max()
Highly correlated

This variable is highly correlated with tBodyAccMag-mad() and should be ignored for analysis

Correlation 0.97634

tBodyAccMag-mean()
Highly correlated

This variable is highly correlated with tBodyGyroJerk-entropy()-Z and should be ignored for analysis

Correlation 0.93395

tBodyAccMag-min()
Numeric

Distinct count 5171
Unique (%) 70.3%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.83862
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99712
Q1 -0.99282
Median -0.96851
Q3 -0.69621
95-th percentile -0.47853
Maximum 1
Range 2
Interquartile range 0.2966

Descriptive statistics

Standard deviation 0.19158
Coef of variation -0.22845
Kurtosis 1.9919
Mean -0.83862
MAD 0.16549
Skewness 1.1612
Sum -6165.5
Variance 0.036703
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99121846 3 0.0%
 
-0.99754974 3 0.0%
 
-0.60364038 2 0.0%
 
-0.99707024 2 0.0%
 
-0.64609535 2 0.0%
 
-0.99744262 2 0.0%
 
-0.71517868 2 0.0%
 
-0.99516241 2 0.0%
 
-0.60158361 2 0.0%
 
-0.99221592 2 0.0%
 
Other values (5161) 7330 99.7%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 2 0.0%
 
-0.99994637 2 0.0%
 
-0.99984705 2 0.0%
 
-0.99984494 2 0.0%
 
-0.99971725 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.12813182 1 0.0%
 
0.25544495 1 0.0%
 
0.62049439 1 0.0%
 
0.71966323 1 0.0%
 
1.0 1 0.0%
 

tBodyAccMag-sma()
Highly correlated

This variable is highly correlated with tBodyAccMag-max() and should be ignored for analysis

Correlation 0.97331

tBodyAccMag-std()
Highly correlated

This variable is highly correlated with tBodyAccMag-mean() and should be ignored for analysis

Correlation 0.96971

tBodyGyro-arCoeff()-X,1
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.21987
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.6575
Q1 -0.43112
Median -0.23748
Q3 -0.016263
95-th percentile 0.26642
Maximum 1
Range 2
Interquartile range 0.41486

Descriptive statistics

Standard deviation 0.28435
Coef of variation -1.2932
Kurtosis -0.35922
Mean -0.21987
MAD 0.23314
Skewness 0.22441
Sum -1616.5
Variance 0.080853
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.25784217 1 0.0%
 
0.27812903 1 0.0%
 
-0.083464103 1 0.0%
 
-0.41506228 1 0.0%
 
-0.58509435 1 0.0%
 
-0.43488099 1 0.0%
 
-0.078496119 1 0.0%
 
-0.27555657 1 0.0%
 
-0.6489348 1 0.0%
 
-0.0032167392 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.97922952 1 0.0%
 
-0.96537742 1 0.0%
 
-0.9525931 1 0.0%
 
-0.94389255 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.74178604 1 0.0%
 
0.84613975 1 0.0%
 
0.87337339 1 0.0%
 
0.94706937 1 0.0%
 
1.0 1 0.0%
 

tBodyGyro-arCoeff()-X,2
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.14167
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.21218
Q1 -0.028763
Median 0.13253
Q3 0.29957
95-th percentile 0.53433
Maximum 1
Range 2
Interquartile range 0.32833

Descriptive statistics

Standard deviation 0.23171
Coef of variation 1.6356
Kurtosis 0.018192
Mean 0.14167
MAD 0.18801
Skewness 0.14109
Sum 1041.5
Variance 0.053689
Memory size 57.5 KiB
Value Count Frequency (%)  
0.030694716 1 0.0%
 
0.3639594 1 0.0%
 
0.091528784 1 0.0%
 
-0.033000434 1 0.0%
 
-0.089276633 1 0.0%
 
0.25999735 1 0.0%
 
0.11825033 1 0.0%
 
0.2213504 1 0.0%
 
-0.36436265 1 0.0%
 
0.21873658 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.91554493 1 0.0%
 
-0.87790484 1 0.0%
 
-0.84545696 1 0.0%
 
-0.83929884 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.96290272 1 0.0%
 
0.97537322 1 0.0%
 
0.97900362 1 0.0%
 
0.99829526 1 0.0%
 
1.0 1 0.0%
 

tBodyGyro-arCoeff()-X,3
Numeric

Distinct count 7351
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.13912
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.25333
Q1 -0.00074636
Median 0.15453
Q3 0.29184
95-th percentile 0.48078
Maximum 1
Range 2
Interquartile range 0.29259

Descriptive statistics

Standard deviation 0.22707
Coef of variation 1.6322
Kurtosis 0.65978
Mean 0.13912
MAD 0.17786
Skewness -0.3698
Sum 1022.8
Variance 0.051561
Memory size 57.5 KiB
Value Count Frequency (%)  
0.16647205 2 0.0%
 
-0.09668388 1 0.0%
 
0.17693119 1 0.0%
 
0.21721818 1 0.0%
 
0.37275056 1 0.0%
 
0.13535058 1 0.0%
 
0.1862755 1 0.0%
 
-0.31396152 1 0.0%
 
-0.12194209 1 0.0%
 
0.293504 1 0.0%
 
Other values (7341) 7341 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.91891284 1 0.0%
 
-0.87445645 1 0.0%
 
-0.86622667 1 0.0%
 
-0.84337562 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.86894515 1 0.0%
 
0.88210217 1 0.0%
 
0.94788495 1 0.0%
 
0.97546858 1 0.0%
 
1.0 1 0.0%
 

tBodyGyro-arCoeff()-X,4
Numeric

Distinct count 7350
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.085362
Minimum -0.96659
Maximum 0.85274
Zeros (%) 0.0%

Quantile statistics

Minimum -0.96659
5-th percentile -0.47978
Q1 -0.25455
Median -0.08273
Q3 0.078642
95-th percentile 0.31368
Maximum 0.85274
Range 1.8193
Interquartile range 0.33319

Descriptive statistics

Standard deviation 0.2437
Coef of variation -2.8549
Kurtosis 0.035479
Mean -0.085362
MAD 0.19486
Skewness 0.022166
Sum -627.58
Variance 0.059388
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.29608727 2 0.0%
 
0.14846233 2 0.0%
 
-0.025818246 1 0.0%
 
-0.22967101 1 0.0%
 
0.22658309 1 0.0%
 
-0.13560134 1 0.0%
 
0.13353208 1 0.0%
 
-0.069296209 1 0.0%
 
-0.062508458 1 0.0%
 
0.13498747 1 0.0%
 
Other values (7340) 7340 99.8%
 

Minimum 5 values

Value Count Frequency (%)  
-0.96659121 1 0.0%
 
-0.92765188 1 0.0%
 
-0.92122637 1 0.0%
 
-0.91292126 1 0.0%
 
-0.89048094 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.74472573 1 0.0%
 
0.78211169 1 0.0%
 
0.80442059 1 0.0%
 
0.80673653 1 0.0%
 
0.85273955 1 0.0%
 

tBodyGyro-arCoeff()-Y,1
Numeric

Distinct count 7351
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.20313
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.5454
Q1 -0.34996
Median -0.20751
Q3 -0.059237
95-th percentile 0.14953
Maximum 1
Range 2
Interquartile range 0.29072

Descriptive statistics

Standard deviation 0.21216
Coef of variation -1.0445
Kurtosis 0.2423
Mean -0.20313
MAD 0.16966
Skewness 0.14701
Sum -1493.4
Variance 0.045013
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.47233295 2 0.0%
 
-0.07324946 1 0.0%
 
-0.4516515 1 0.0%
 
-0.095000715 1 0.0%
 
-0.10715559 1 0.0%
 
-0.2919694 1 0.0%
 
-0.50456078 1 0.0%
 
-0.046759163 1 0.0%
 
-0.27996176 1 0.0%
 
-0.057768007 1 0.0%
 
Other values (7341) 7341 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.90894323 1 0.0%
 
-0.88759049 1 0.0%
 
-0.87117913 1 0.0%
 
-0.85935453 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.73835186 1 0.0%
 
0.79782821 1 0.0%
 
0.82207571 1 0.0%
 
0.96045219 1 0.0%
 
1.0 1 0.0%
 

tBodyGyro-arCoeff()-Y,2
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.16452
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.13446
Q1 0.027981
Median 0.15957
Q3 0.29636
95-th percentile 0.48777
Maximum 1
Range 2
Interquartile range 0.26838

Descriptive statistics

Standard deviation 0.19438
Coef of variation 1.1815
Kurtosis 0.45818
Mean 0.16452
MAD 0.1557
Skewness 0.014075
Sum 1209.6
Variance 0.037785
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.14715114 1 0.0%
 
0.10354129 1 0.0%
 
0.00016822643 1 0.0%
 
0.055418811 1 0.0%
 
0.20762137 1 0.0%
 
0.23973562 1 0.0%
 
0.38140715 1 0.0%
 
0.22348581 1 0.0%
 
0.31924005 1 0.0%
 
0.378237 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.97297139 1 0.0%
 
-0.87435466 1 0.0%
 
-0.79285822 1 0.0%
 
-0.75658131 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.7956232 1 0.0%
 
0.79720926 1 0.0%
 
0.82091243 1 0.0%
 
0.89465987 1 0.0%
 
1.0 1 0.0%
 

tBodyGyro-arCoeff()-Y,3
Numeric

Distinct count 7351
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.0355
Minimum -0.96254
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -0.96254
5-th percentile -0.40958
Q1 -0.18267
Median -0.031185
Q3 0.12067
95-th percentile 0.31832
Maximum 1
Range 1.9625
Interquartile range 0.30334

Descriptive statistics

Standard deviation 0.22537
Coef of variation -6.3483
Kurtosis 0.305
Mean -0.0355
MAD 0.17873
Skewness -0.073549
Sum -261
Variance 0.05079
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.22140464 2 0.0%
 
-0.27410346 1 0.0%
 
0.01981317 1 0.0%
 
-0.13405335 1 0.0%
 
0.1204357 1 0.0%
 
-0.15034216 1 0.0%
 
-0.36555188 1 0.0%
 
0.23279008 1 0.0%
 
0.23881984 1 0.0%
 
-0.29094858 1 0.0%
 
Other values (7341) 7341 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-0.96253937 1 0.0%
 
-0.85657458 1 0.0%
 
-0.81433365 1 0.0%
 
-0.81231434 1 0.0%
 
-0.79472523 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.8390101 1 0.0%
 
0.88343249 1 0.0%
 
0.88765754 1 0.0%
 
0.961506 1 0.0%
 
1.0 1 0.0%
 

tBodyGyro-arCoeff()-Y,4
Numeric

Distinct count 7351
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.13823
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.20022
Q1 -0.00097481
Median 0.14061
Q3 0.28024
95-th percentile 0.47387
Maximum 1
Range 2
Interquartile range 0.28121

Descriptive statistics

Standard deviation 0.20895
Coef of variation 1.5116
Kurtosis 0.2735
Mean 0.13823
MAD 0.16623
Skewness -0.10384
Sum 1016.3
Variance 0.043659
Memory size 57.5 KiB
Value Count Frequency (%)  
0.42109971 2 0.0%
 
0.26853179 1 0.0%
 
0.018113779 1 0.0%
 
0.40232436 1 0.0%
 
0.46483167 1 0.0%
 
0.42329812 1 0.0%
 
0.15343804 1 0.0%
 
0.031928556 1 0.0%
 
0.075228798 1 0.0%
 
-0.12854122 1 0.0%
 
Other values (7341) 7341 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.82390494 1 0.0%
 
-0.76944373 1 0.0%
 
-0.74254589 1 0.0%
 
-0.74183717 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.77850639 1 0.0%
 
0.79926735 1 0.0%
 
0.82987684 1 0.0%
 
0.88832464 1 0.0%
 
1.0 1 0.0%
 

tBodyGyro-arCoeff()-Z,1
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.080571
Minimum -0.90718
Maximum 0.86609
Zeros (%) 0.0%

Quantile statistics

Minimum -0.90718
5-th percentile -0.55632
Q1 -0.3354
Median -0.10509
Q3 0.1762
95-th percentile 0.44444
Maximum 0.86609
Range 1.7733
Interquartile range 0.5116

Descriptive statistics

Standard deviation 0.31774
Coef of variation -3.9436
Kurtosis -0.82427
Mean -0.080571
MAD 0.26929
Skewness 0.16686
Sum -592.36
Variance 0.10096
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.51955877 1 0.0%
 
0.14354636 1 0.0%
 
0.037705049 1 0.0%
 
-0.52927865 1 0.0%
 
0.21395783 1 0.0%
 
-0.26698993 1 0.0%
 
0.27032385 1 0.0%
 
0.37096473 1 0.0%
 
-0.37154426 1 0.0%
 
-0.58613106 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-0.90717752 1 0.0%
 
-0.90076918 1 0.0%
 
-0.88739823 1 0.0%
 
-0.8761534 1 0.0%
 
-0.86933312 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.76511147 1 0.0%
 
0.77495988 1 0.0%
 
0.78976921 1 0.0%
 
0.80411341 1 0.0%
 
0.86609404 1 0.0%
 

tBodyGyro-arCoeff()-Z,2
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.062174
Minimum -0.92339
Maximum 0.94521
Zeros (%) 0.0%

Quantile statistics

Minimum -0.92339
5-th percentile -0.37275
Q1 -0.18013
Median 0.062439
Q3 0.29286
95-th percentile 0.52545
Maximum 0.94521
Range 1.8686
Interquartile range 0.47299

Descriptive statistics

Standard deviation 0.28735
Coef of variation 4.6217
Kurtosis -0.85153
Mean 0.062174
MAD 0.24575
Skewness 0.070742
Sum 457.1
Variance 0.082568
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.28377427 1 0.0%
 
-0.12418993 1 0.0%
 
0.006318647 1 0.0%
 
0.072390467 1 0.0%
 
0.11981557 1 0.0%
 
0.29454888 1 0.0%
 
-0.25166485 1 0.0%
 
0.027949961 1 0.0%
 
0.33998841 1 0.0%
 
-0.14867448 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-0.92338795 1 0.0%
 
-0.92124818 1 0.0%
 
-0.77111201 1 0.0%
 
-0.68189445 1 0.0%
 
-0.66944889 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.82305935 1 0.0%
 
0.83201217 1 0.0%
 
0.84569377 1 0.0%
 
0.85968515 1 0.0%
 
0.94520707 1 0.0%
 

tBodyGyro-arCoeff()-Z,3
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.0041219
Minimum -0.9473
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -0.9473
5-th percentile -0.46924
Q1 -0.19336
Median 0.015518
Q3 0.19515
95-th percentile 0.40237
Maximum 1
Range 1.9473
Interquartile range 0.38852

Descriptive statistics

Standard deviation 0.26956
Coef of variation -65.396
Kurtosis -0.23908
Mean -0.0041219
MAD 0.22018
Skewness -0.24492
Sum -30.304
Variance 0.07266
Memory size 57.5 KiB
Value Count Frequency (%)  
0.31348183 1 0.0%
 
0.13952985 1 0.0%
 
-0.09047868 1 0.0%
 
-0.40759873 1 0.0%
 
-0.43186103 1 0.0%
 
-0.002554071 1 0.0%
 
0.019803498 1 0.0%
 
0.19098566 1 0.0%
 
-0.18857387 1 0.0%
 
-0.34165051 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-0.94730392 1 0.0%
 
-0.92649288 1 0.0%
 
-0.9029731 1 0.0%
 
-0.8707919 1 0.0%
 
-0.85810541 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.86541135 1 0.0%
 
0.8960613 1 0.0%
 
0.9707112 1 0.0%
 
0.97450359 1 0.0%
 
1.0 1 0.0%
 

tBodyGyro-arCoeff()-Z,4
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.14822
Minimum -1
Maximum 0.98514
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.27151
Q1 -0.031373
Median 0.14693
Q3 0.32576
95-th percentile 0.5789
Maximum 0.98514
Range 1.9851
Interquartile range 0.35713

Descriptive statistics

Standard deviation 0.26149
Coef of variation 1.7641
Kurtosis 0.0090976
Mean 0.14822
MAD 0.20946
Skewness -0.0053815
Sum 1089.7
Variance 0.068377
Memory size 57.5 KiB
Value Count Frequency (%)  
0.16066759 1 0.0%
 
-0.0035810494 1 0.0%
 
-0.091442471 1 0.0%
 
0.14138124 1 0.0%
 
0.47864674 1 0.0%
 
0.35837937 1 0.0%
 
0.18404039 1 0.0%
 
-0.03858492 1 0.0%
 
0.00085609851 1 0.0%
 
-0.028167365 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.977481 1 0.0%
 
-0.82041645 1 0.0%
 
-0.80878003 1 0.0%
 
-0.79571649 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.94418102 1 0.0%
 
0.95027029 1 0.0%
 
0.95167894 1 0.0%
 
0.95572619 1 0.0%
 
0.98513795 1 0.0%
 

tBodyGyro-correlation()-X,Y
Numeric

Distinct count 7351
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.17313
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.78862
Q1 -0.45296
Median -0.19033
Q3 0.090581
95-th percentile 0.50486
Maximum 1
Range 2
Interquartile range 0.54354

Descriptive statistics

Standard deviation 0.38968
Coef of variation -2.2507
Kurtosis -0.25769
Mean -0.17313
MAD 0.31519
Skewness 0.27668
Sum -1272.9
Variance 0.15185
Memory size 57.5 KiB
Value Count Frequency (%)  
0.26377889 2 0.0%
 
0.019933996 1 0.0%
 
0.0093274346 1 0.0%
 
0.34929228 1 0.0%
 
-0.12986298 1 0.0%
 
-0.21359143 1 0.0%
 
0.41612897 1 0.0%
 
-0.30923852 1 0.0%
 
-0.41267508 1 0.0%
 
-0.38317622 1 0.0%
 
Other values (7341) 7341 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99094745 1 0.0%
 
-0.99019833 1 0.0%
 
-0.99018254 1 0.0%
 
-0.98993112 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.97154661 1 0.0%
 
0.97483319 1 0.0%
 
0.98074561 1 0.0%
 
0.98721652 1 0.0%
 
1.0 1 0.0%
 

tBodyGyro-correlation()-X,Z
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.0010066
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.64466
Q1 -0.25449
Median -0.022051
Q3 0.25034
95-th percentile 0.71094
Maximum 1
Range 2
Interquartile range 0.50482

Descriptive statistics

Standard deviation 0.39299
Coef of variation 390.41
Kurtosis -0.17752
Mean 0.0010066
MAD 0.31116
Skewness 0.18306
Sum 7.4005
Variance 0.15444
Memory size 57.5 KiB
Value Count Frequency (%)  
0.43274278 1 0.0%
 
0.26913225 1 0.0%
 
-0.23015046 1 0.0%
 
0.5764925 1 0.0%
 
-0.30542658 1 0.0%
 
0.38125543 1 0.0%
 
-0.26953732 1 0.0%
 
-0.23983894 1 0.0%
 
0.039264737 1 0.0%
 
0.19219603 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99787476 1 0.0%
 
-0.99751957 1 0.0%
 
-0.99493678 1 0.0%
 
-0.98658798 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.99818519 1 0.0%
 
0.99861407 1 0.0%
 
0.998729 1 0.0%
 
0.99939446 1 0.0%
 
1.0 1 0.0%
 

tBodyGyro-correlation()-Y,Z
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.11754
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.82318
Q1 -0.43841
Median -0.11319
Q3 0.18861
95-th percentile 0.59653
Maximum 1
Range 2
Interquartile range 0.62702

Descriptive statistics

Standard deviation 0.42881
Coef of variation -3.6482
Kurtosis -0.70289
Mean -0.11754
MAD 0.3537
Skewness 0.057589
Sum -864.14
Variance 0.18388
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.32128014 1 0.0%
 
0.73646017 1 0.0%
 
0.38467176 1 0.0%
 
0.031879369 1 0.0%
 
-0.18461488 1 0.0%
 
0.13470258 1 0.0%
 
0.77272672 1 0.0%
 
0.42515283 1 0.0%
 
0.087352295 1 0.0%
 
0.31661076 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.9999771 1 0.0%
 
-0.99759916 1 0.0%
 
-0.99707913 1 0.0%
 
-0.99625882 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.97849404 1 0.0%
 
0.98606711 1 0.0%
 
0.99618602 1 0.0%
 
0.99709807 1 0.0%
 
1.0 1 0.0%
 

tBodyGyro-energy()-X
Highly correlated

This variable is highly correlated with tBodyGyro-mad()-X and should be ignored for analysis

Correlation 0.90553

tBodyGyro-energy()-Y
Highly correlated

This variable is highly correlated with tBodyGyro-max()-Y and should be ignored for analysis

Correlation 0.91392

tBodyGyro-energy()-Z
Highly correlated

This variable is highly correlated with tBodyGyro-mad()-Z and should be ignored for analysis

Correlation 0.91656

tBodyGyro-entropy()-X
Numeric

Distinct count 5961
Unique (%) 81.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.14681
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.83872
Q1 -0.5167
Median -0.18125
Q3 0.1932
95-th percentile 0.66514
Maximum 1
Range 2
Interquartile range 0.7099

Descriptive statistics

Standard deviation 0.45697
Coef of variation -3.1126
Kurtosis -0.70189
Mean -0.14681
MAD 0.38691
Skewness 0.22299
Sum -1079.4
Variance 0.20882
Memory size 57.5 KiB
Value Count Frequency (%)  
-1.0 161 2.2%
 
-0.97974251 25 0.3%
 
-0.9595123 19 0.3%
 
-0.72376173 13 0.2%
 
0.22804835 10 0.1%
 
-0.8788686 9 0.1%
 
0.12563779 9 0.1%
 
-0.68408322 9 0.1%
 
0.14185639 9 0.1%
 
-0.83871619 9 0.1%
 
Other values (5951) 7079 96.3%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 161 2.2%
 
-0.97974251 25 0.3%
 
-0.96431434 5 0.1%
 
-0.9595123 19 0.3%
 
-0.95072615 4 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.9855939 1 0.0%
 
0.99157297 2 0.0%
 
0.99338547 1 0.0%
 
0.99794772 1 0.0%
 
1.0 1 0.0%
 

tBodyGyro-entropy()-Y
Numeric

Distinct count 6007
Unique (%) 81.7%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.11014
Minimum -1
Maximum 0.9728
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.76831
Q1 -0.37224
Median -0.084203
Q3 0.17166
95-th percentile 0.44191
Maximum 0.9728
Range 1.9728
Interquartile range 0.54389

Descriptive statistics

Standard deviation 0.37402
Coef of variation -3.396
Kurtosis -0.38337
Mean -0.11014
MAD 0.30742
Skewness -0.24329
Sum -809.71
Variance 0.13989
Memory size 57.5 KiB
Value Count Frequency (%)  
-1.0 120 1.6%
 
-0.97871158 19 0.3%
 
-0.95745183 13 0.2%
 
-0.89384683 10 0.1%
 
-0.93622096 9 0.1%
 
-0.96249824 9 0.1%
 
0.15501593 8 0.1%
 
0.14996951 8 0.1%
 
-0.026038386 8 0.1%
 
0.13088996 8 0.1%
 
Other values (5997) 7140 97.1%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 120 1.6%
 
-0.97871158 19 0.3%
 
-0.96249824 9 0.1%
 
-0.95745183 13 0.2%
 
-0.94821853 4 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.92290299 1 0.0%
 
0.9272816 1 0.0%
 
0.92985414 1 0.0%
 
0.95724294 1 0.0%
 
0.972798 1 0.0%
 

tBodyGyro-entropy()-Z
Numeric

Distinct count 5452
Unique (%) 74.2%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.075712
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.84474
Q1 -0.4834
Median 0.011308
Q3 0.30545
95-th percentile 0.55985
Maximum 1
Range 2
Interquartile range 0.78885

Descriptive statistics

Standard deviation 0.46066
Coef of variation -6.0844
Kurtosis -1.009
Mean -0.075712
MAD 0.40329
Skewness -0.21081
Sum -556.64
Variance 0.21221
Memory size 57.5 KiB
Value Count Frequency (%)  
-1.0 184 2.5%
 
-0.9782363 29 0.4%
 
-0.96166098 11 0.1%
 
0.30030782 11 0.1%
 
-0.94706246 11 0.1%
 
-0.93995611 10 0.1%
 
0.17767079 9 0.1%
 
-0.9214244 8 0.1%
 
0.17961805 8 0.1%
 
0.22156803 8 0.1%
 
Other values (5442) 7063 96.1%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 184 2.5%
 
-0.9782363 29 0.4%
 
-0.96166098 11 0.1%
 
-0.9565019 3 0.0%
 
-0.94706246 11 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.9828331 1 0.0%
 
0.98347802 1 0.0%
 
0.99010694 1 0.0%
 
0.9916291 1 0.0%
 
1.0 1 0.0%
 

tBodyGyro-iqr()-X
Highly correlated

This variable is highly correlated with tBodyGyro-sma() and should be ignored for analysis

Correlation 0.90577

tBodyGyro-iqr()-Y
Highly correlated

This variable is highly correlated with tBodyGyro-sma() and should be ignored for analysis

Correlation 0.93557

tBodyGyro-iqr()-Z
Highly correlated

This variable is highly correlated with tBodyGyro-energy()-Z and should be ignored for analysis

Correlation 0.91764

tBodyGyro-mad()-X
Highly correlated

This variable is highly correlated with tBodyGyro-std()-X and should be ignored for analysis

Correlation 0.99778

tBodyGyro-mad()-Y
Highly correlated

This variable is highly correlated with tBodyGyro-std()-Y and should be ignored for analysis

Correlation 0.99737

tBodyGyro-mad()-Z
Highly correlated

This variable is highly correlated with tBodyGyro-std()-Z and should be ignored for analysis

Correlation 0.99752

tBodyGyro-max()-X
Highly correlated

This variable is highly correlated with tBodyGyro-std()-X and should be ignored for analysis

Correlation 0.9067

tBodyGyro-max()-Y
Highly correlated

This variable is highly correlated with tBodyGyro-mad()-Y and should be ignored for analysis

Correlation 0.93905

tBodyGyro-max()-Z
Highly correlated

This variable is highly correlated with tBodyGyro-mad()-Z and should be ignored for analysis

Correlation 0.9128

tBodyGyro-mean()-X
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.027184
Minimum -0.91405
Maximum 0.73895
Zeros (%) 0.0%

Quantile statistics

Minimum -0.91405
5-th percentile -0.38613
Q1 -0.043398
Median -0.027677
Q3 -0.010528
95-th percentile 0.3406
Maximum 0.73895
Range 1.653
Interquartile range 0.032871

Descriptive statistics

Standard deviation 0.18216
Coef of variation -6.7009
Kurtosis 3.5
Mean -0.027184
MAD 0.097038
Skewness -0.078651
Sum -199.86
Variance 0.033181
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.027750547 1 0.0%
 
-0.028553706 1 0.0%
 
-0.23060598 1 0.0%
 
0.0026091511 1 0.0%
 
-0.012037986 1 0.0%
 
-0.029145803 1 0.0%
 
-0.17614196 1 0.0%
 
0.11872438 1 0.0%
 
-0.40498411 1 0.0%
 
-0.30817324 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-0.91404957 1 0.0%
 
-0.82390857 1 0.0%
 
-0.81564987 1 0.0%
 
-0.80725006 1 0.0%
 
-0.77330305 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.68040631 1 0.0%
 
0.69144078 1 0.0%
 
0.7026117 1 0.0%
 
0.71825221 1 0.0%
 
0.73895313 1 0.0%
 

tBodyGyro-mean()-Y
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.076164
Minimum -0.85197
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -0.85197
5-th percentile -0.30535
Q1 -0.1036
Median -0.074778
Q3 -0.052112
95-th percentile 0.15058
Maximum 1
Range 1.852
Interquartile range 0.051492

Descriptive statistics

Standard deviation 0.13238
Coef of variation -1.7381
Kurtosis 5.3205
Mean -0.076164
MAD 0.075855
Skewness 0.16191
Sum -559.96
Variance 0.017524
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.21291019 1 0.0%
 
-0.061147576 1 0.0%
 
-0.13577764 1 0.0%
 
0.37126943 1 0.0%
 
-0.078493125 1 0.0%
 
0.25201602 1 0.0%
 
-0.067418956 1 0.0%
 
-0.047466018 1 0.0%
 
0.18797708 1 0.0%
 
-0.073677781 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-0.85197318 1 0.0%
 
-0.7702705 1 0.0%
 
-0.72526613 1 0.0%
 
-0.69305978 1 0.0%
 
-0.68410984 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.61928793 1 0.0%
 
0.62267233 1 0.0%
 
0.64299186 1 0.0%
 
0.67109388 1 0.0%
 
1.0 1 0.0%
 

tBodyGyro-mean()-Z
Numeric

Distinct count 7351
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.086588
Minimum -0.90286
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -0.90286
5-th percentile -0.11334
Q1 0.064135
Median 0.086114
Q3 0.1096
95-th percentile 0.29615
Maximum 1
Range 1.9029
Interquartile range 0.045465

Descriptive statistics

Standard deviation 0.13931
Coef of variation 1.6088
Kurtosis 9.7212
Mean 0.086588
MAD 0.07084
Skewness -0.090857
Sum 636.59
Variance 0.019406
Memory size 57.5 KiB
Value Count Frequency (%)  
0.1135726 2 0.0%
 
0.035617156 1 0.0%
 
0.07507476 1 0.0%
 
0.23865531 1 0.0%
 
0.084288019 1 0.0%
 
0.59487413 1 0.0%
 
0.087032144 1 0.0%
 
0.030459231 1 0.0%
 
0.085438257 1 0.0%
 
0.60210452 1 0.0%
 
Other values (7341) 7341 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-0.90285978 1 0.0%
 
-0.85373664 1 0.0%
 
-0.83573374 1 0.0%
 
-0.82935879 1 0.0%
 
-0.82023108 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.93735217 1 0.0%
 
0.94087021 1 0.0%
 
0.94395455 1 0.0%
 
0.96302381 1 0.0%
 
1.0 1 0.0%
 

tBodyGyro-min()-X
Numeric

Distinct count 5399
Unique (%) 73.4%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.6343
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile 0.14701
Q1 0.46343
Median 0.77784
Q3 0.83894
95-th percentile 0.8459
Maximum 1
Range 2
Interquartile range 0.3755

Descriptive statistics

Standard deviation 0.2551
Coef of variation 0.40217
Kurtosis 1.6263
Mean 0.6343
MAD 0.21389
Skewness -1.2813
Sum 4663.4
Variance 0.065075
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.35161668 2 0.0%
 
0.58278936 2 0.0%
 
0.81474303 2 0.0%
 
0.25500855 2 0.0%
 
0.82731158 2 0.0%
 
0.8432647 2 0.0%
 
0.44697248 2 0.0%
 
0.55934533 2 0.0%
 
0.83923216 2 0.0%
 
0.45911441 2 0.0%
 
Other values (5389) 7332 99.7%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.91630844 1 0.0%
 
-0.67425414 2 0.0%
 
-0.63459612 2 0.0%
 
-0.61200302 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.92006218 1 0.0%
 
0.92808967 1 0.0%
 
0.93477573 1 0.0%
 
0.95921262 1 0.0%
 
1.0 1 0.0%
 

tBodyGyro-min()-Y
Numeric

Distinct count 5325
Unique (%) 72.4%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.73209
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile 0.33614
Q1 0.59821
Median 0.85723
Q3 0.90683
95-th percentile 0.91442
Maximum 1
Range 2
Interquartile range 0.30862

Descriptive statistics

Standard deviation 0.21775
Coef of variation 0.29743
Kurtosis 2.4438
Mean 0.73209
MAD 0.17969
Skewness -1.3876
Sum 5382.4
Variance 0.047414
Memory size 57.5 KiB
Value Count Frequency (%)  
0.91062389 3 0.0%
 
0.90706015 2 0.0%
 
0.41606964 2 0.0%
 
0.86875416 2 0.0%
 
0.90531217 2 0.0%
 
0.89226562 2 0.0%
 
0.91049634 2 0.0%
 
0.8823042 2 0.0%
 
0.90670118 2 0.0%
 
0.79203468 2 0.0%
 
Other values (5315) 7331 99.7%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.59054466 1 0.0%
 
-0.51964743 2 0.0%
 
-0.49360002 2 0.0%
 
-0.41324095 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.95205529 1 0.0%
 
0.95725978 1 0.0%
 
0.96453728 1 0.0%
 
0.9683182 1 0.0%
 
1.0 1 0.0%
 

tBodyGyro-min()-Z
Numeric

Distinct count 5416
Unique (%) 73.7%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.56113
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile 0.018257
Q1 0.3172
Median 0.74874
Q3 0.82376
95-th percentile 0.83149
Maximum 1
Range 2
Interquartile range 0.50657

Descriptive statistics

Standard deviation 0.30872
Coef of variation 0.55017
Kurtosis 0.11582
Mean 0.56113
MAD 0.27197
Skewness -0.90214
Sum 4125.4
Variance 0.095307
Memory size 57.5 KiB
Value Count Frequency (%)  
0.82827682 4 0.1%
 
0.81751775 3 0.0%
 
0.8226643 2 0.0%
 
0.24137175 2 0.0%
 
0.82350342 2 0.0%
 
-0.08426628 2 0.0%
 
0.81620617 2 0.0%
 
0.8281086 2 0.0%
 
0.82896569 2 0.0%
 
0.82478977 2 0.0%
 
Other values (5406) 7329 99.7%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 2 0.0%
 
-0.89062668 2 0.0%
 
-0.76666063 2 0.0%
 
-0.70808653 2 0.0%
 
-0.68819512 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.95401426 1 0.0%
 
0.96741492 1 0.0%
 
0.9687407 1 0.0%
 
0.97115289 1 0.0%
 
1.0 1 0.0%
 

tBodyGyro-sma()
Highly correlated

This variable is highly correlated with tBodyGyro-max()-Z and should be ignored for analysis

Correlation 0.90498

tBodyGyro-std()-X
Highly correlated

This variable is highly correlated with tBodyAccJerk-sma() and should be ignored for analysis

Correlation 0.90032

tBodyGyro-std()-Y
Highly correlated

This variable is highly correlated with tBodyAcc-max()-Z and should be ignored for analysis

Correlation 0.90529

tBodyGyro-std()-Z
Highly correlated

This variable is highly correlated with tBodyAccJerk-entropy()-Z and should be ignored for analysis

Correlation 0.91062

tBodyGyroJerk-arCoeff()-X,1
Highly correlated

This variable is highly correlated with tBodyGyro-arCoeff()-X,1 and should be ignored for analysis

Correlation 0.96771

tBodyGyroJerk-arCoeff()-X,2
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.034285
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.26342
Q1 -0.085557
Median 0.032014
Q3 0.15027
95-th percentile 0.34525
Maximum 1
Range 2
Interquartile range 0.23582

Descriptive statistics

Standard deviation 0.18754
Coef of variation 5.4699
Kurtosis 0.79955
Mean 0.034285
MAD 0.14577
Skewness 0.021697
Sum 252.06
Variance 0.035169
Memory size 57.5 KiB
Value Count Frequency (%)  
0.09227145 1 0.0%
 
0.11675887 1 0.0%
 
-0.017524006 1 0.0%
 
0.16071842 1 0.0%
 
0.2003626 1 0.0%
 
0.24810701 1 0.0%
 
0.022937572 1 0.0%
 
-0.049492419 1 0.0%
 
0.1758958 1 0.0%
 
0.078114385 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.8680834 1 0.0%
 
-0.84167275 1 0.0%
 
-0.82402583 1 0.0%
 
-0.785816 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.73171134 1 0.0%
 
0.7386579 1 0.0%
 
0.74148345 1 0.0%
 
0.97438255 1 0.0%
 
1.0 1 0.0%
 

tBodyGyroJerk-arCoeff()-X,3
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.16101
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.19702
Q1 0.024209
Median 0.16625
Q3 0.30444
95-th percentile 0.50191
Maximum 1
Range 2
Interquartile range 0.28023

Descriptive statistics

Standard deviation 0.21334
Coef of variation 1.325
Kurtosis 0.55901
Mean 0.16101
MAD 0.16777
Skewness -0.22243
Sum 1183.7
Variance 0.045513
Memory size 57.5 KiB
Value Count Frequency (%)  
0.45996685 1 0.0%
 
-0.15487381 1 0.0%
 
0.44526903 1 0.0%
 
0.24596942 1 0.0%
 
-0.15074173 1 0.0%
 
-0.015265541 1 0.0%
 
0.3605902 1 0.0%
 
0.54617276 1 0.0%
 
0.24952043 1 0.0%
 
0.32397675 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.90167551 1 0.0%
 
-0.89055152 1 0.0%
 
-0.84107482 1 0.0%
 
-0.71159059 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.87773456 1 0.0%
 
0.9074272 1 0.0%
 
0.91621402 1 0.0%
 
0.92807922 1 0.0%
 
1.0 1 0.0%
 

tBodyGyroJerk-arCoeff()-X,4
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.17358
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.17392
Q1 0.041725
Median 0.18032
Q3 0.31174
95-th percentile 0.50041
Maximum 1
Range 2
Interquartile range 0.27002

Descriptive statistics

Standard deviation 0.20598
Coef of variation 1.1866
Kurtosis 0.38895
Mean 0.17358
MAD 0.16333
Skewness -0.19794
Sum 1276.1
Variance 0.042426
Memory size 57.5 KiB
Value Count Frequency (%)  
0.32520617 1 0.0%
 
0.41255402 1 0.0%
 
0.41759 1 0.0%
 
-0.12469288 1 0.0%
 
0.31511106 1 0.0%
 
0.41104919 1 0.0%
 
0.21679033 1 0.0%
 
0.094303309 1 0.0%
 
0.074959685 1 0.0%
 
0.42206437 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.6697742 1 0.0%
 
-0.65863253 1 0.0%
 
-0.65846039 1 0.0%
 
-0.63420321 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.88508056 1 0.0%
 
0.93351933 1 0.0%
 
0.9509955 1 0.0%
 
0.95681413 1 0.0%
 
1.0 1 0.0%
 

tBodyGyroJerk-arCoeff()-Y,1
Highly correlated

This variable is highly correlated with tBodyGyro-arCoeff()-Y,1 and should be ignored for analysis

Correlation 0.95339

tBodyGyroJerk-arCoeff()-Y,2
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.19397
Minimum -1
Maximum 0.89745
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.075404
Q1 0.087293
Median 0.19552
Q3 0.29592
95-th percentile 0.46973
Maximum 0.89745
Range 1.8974
Interquartile range 0.20863

Descriptive statistics

Standard deviation 0.16706
Coef of variation 0.86128
Kurtosis 1.2749
Mean 0.19397
MAD 0.12879
Skewness -0.05786
Sum 1426.1
Variance 0.02791
Memory size 57.5 KiB
Value Count Frequency (%)  
0.50395699 1 0.0%
 
0.067187968 1 0.0%
 
0.13320027 1 0.0%
 
0.13306285 1 0.0%
 
0.33446357 1 0.0%
 
0.42784757 1 0.0%
 
-0.019458863 1 0.0%
 
0.051656656 1 0.0%
 
0.16024671 1 0.0%
 
0.21593367 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.71503655 1 0.0%
 
-0.69100907 1 0.0%
 
-0.68115677 1 0.0%
 
-0.55162693 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.8349739 1 0.0%
 
0.84485651 1 0.0%
 
0.8922193 1 0.0%
 
0.89267545 1 0.0%
 
0.89744607 1 0.0%
 

tBodyGyroJerk-arCoeff()-Y,3
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.085134
Minimum -0.7736
Maximum 0.99902
Zeros (%) 0.0%

Quantile statistics

Minimum -0.7736
5-th percentile -0.24098
Q1 -0.039382
Median 0.093558
Q3 0.21654
95-th percentile 0.38923
Maximum 0.99902
Range 1.7726
Interquartile range 0.25592

Descriptive statistics

Standard deviation 0.1926
Coef of variation 2.2623
Kurtosis 0.39403
Mean 0.085134
MAD 0.1523
Skewness -0.20802
Sum 625.91
Variance 0.037094
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.010071474 1 0.0%
 
0.3029498 1 0.0%
 
0.3270392 1 0.0%
 
-0.095616205 1 0.0%
 
-0.08389186 1 0.0%
 
-0.28596876 1 0.0%
 
-0.11578491 1 0.0%
 
0.0067163653 1 0.0%
 
0.45849974 1 0.0%
 
0.30251727 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-0.77359738 1 0.0%
 
-0.76520568 1 0.0%
 
-0.73241686 1 0.0%
 
-0.72037434 1 0.0%
 
-0.69148708 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.71206521 1 0.0%
 
0.72371124 1 0.0%
 
0.74500873 1 0.0%
 
0.83542813 1 0.0%
 
0.99901522 1 0.0%
 

tBodyGyroJerk-arCoeff()-Y,4
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.082763
Minimum -1
Maximum 0.92338
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.32177
Q1 -0.07789
Median 0.082571
Q3 0.2472
95-th percentile 0.47545
Maximum 0.92338
Range 1.9234
Interquartile range 0.32509

Descriptive statistics

Standard deviation 0.24271
Coef of variation 2.9326
Kurtosis 0.11139
Mean 0.082763
MAD 0.19303
Skewness -0.076433
Sum 608.48
Variance 0.05891
Memory size 57.5 KiB
Value Count Frequency (%)  
0.15181521 1 0.0%
 
0.032185016 1 0.0%
 
-0.31909133 1 0.0%
 
0.21441441 1 0.0%
 
0.14323342 1 0.0%
 
0.32635845 1 0.0%
 
0.40270906 1 0.0%
 
0.46506838 1 0.0%
 
0.018245361 1 0.0%
 
0.45615292 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.86427659 1 0.0%
 
-0.79282132 1 0.0%
 
-0.78967109 1 0.0%
 
-0.75113193 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.8423588 1 0.0%
 
0.84259966 1 0.0%
 
0.85403328 1 0.0%
 
0.85666476 1 0.0%
 
0.92337662 1 0.0%
 

tBodyGyroJerk-arCoeff()-Z,1
Highly correlated

This variable is highly correlated with tBodyGyro-arCoeff()-Z,1 and should be ignored for analysis

Correlation 0.97056

tBodyGyroJerk-arCoeff()-Z,2
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.049382
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.31732
Q1 -0.11149
Median 0.03804
Q3 0.20795
95-th percentile 0.44069
Maximum 1
Range 2
Interquartile range 0.31945

Descriptive statistics

Standard deviation 0.23514
Coef of variation 4.7616
Kurtosis 0.14617
Mean 0.049382
MAD 0.18816
Skewness 0.10073
Sum 363.06
Variance 0.05529
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.33204071 1 0.0%
 
-0.27736887 1 0.0%
 
-0.083490018 1 0.0%
 
-0.020137676 1 0.0%
 
-0.19127766 1 0.0%
 
-0.042058802 1 0.0%
 
-0.1426207 1 0.0%
 
-0.27979894 1 0.0%
 
0.060613408 1 0.0%
 
-0.19660316 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.96409909 1 0.0%
 
-0.93703388 1 0.0%
 
-0.82350023 1 0.0%
 
-0.76554221 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.85323209 1 0.0%
 
0.87133978 1 0.0%
 
0.90017724 1 0.0%
 
0.96723121 1 0.0%
 
1.0 1 0.0%
 

tBodyGyroJerk-arCoeff()-Z,3
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.087252
Minimum -0.95389
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -0.95389
5-th percentile -0.34624
Q1 -0.079789
Median 0.096571
Q3 0.26611
95-th percentile 0.47849
Maximum 1
Range 1.9539
Interquartile range 0.3459

Descriptive statistics

Standard deviation 0.25194
Coef of variation 2.8875
Kurtosis 0.078965
Mean 0.087252
MAD 0.20196
Skewness -0.25129
Sum 641.48
Variance 0.063474
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.081792393 1 0.0%
 
-0.06476539 1 0.0%
 
0.5601189 1 0.0%
 
0.39831822 1 0.0%
 
0.011674647 1 0.0%
 
-0.034707434 1 0.0%
 
-0.14291736 1 0.0%
 
0.3249588 1 0.0%
 
0.30988257 1 0.0%
 
-0.033505531 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-0.95389422 1 0.0%
 
-0.90253669 1 0.0%
 
-0.84843784 1 0.0%
 
-0.84261538 1 0.0%
 
-0.8350212 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.84043709 1 0.0%
 
0.85054593 1 0.0%
 
0.85580243 1 0.0%
 
0.97868551 1 0.0%
 
1.0 1 0.0%
 

tBodyGyroJerk-arCoeff()-Z,4
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.039749
Minimum -0.95449
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -0.95449
5-th percentile -0.37038
Q1 -0.12632
Median 0.045868
Q3 0.21012
95-th percentile 0.42595
Maximum 1
Range 1.9545
Interquartile range 0.33645

Descriptive statistics

Standard deviation 0.2448
Coef of variation 6.1585
Kurtosis -0.036877
Mean 0.039749
MAD 0.19657
Skewness -0.13819
Sum 292.24
Variance 0.059926
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.15630031 1 0.0%
 
0.37072734 1 0.0%
 
0.070145951 1 0.0%
 
0.24220845 1 0.0%
 
0.27979161 1 0.0%
 
-0.4705662 1 0.0%
 
0.40987778 1 0.0%
 
0.30567697 1 0.0%
 
-0.27575875 1 0.0%
 
-0.12216942 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-0.95448559 1 0.0%
 
-0.86225398 1 0.0%
 
-0.81891063 1 0.0%
 
-0.8135559 1 0.0%
 
-0.77639009 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.82461392 1 0.0%
 
0.83952325 1 0.0%
 
0.90262818 1 0.0%
 
0.90927686 1 0.0%
 
1.0 1 0.0%
 

tBodyGyroJerk-correlation()-X,Y
Numeric

Distinct count 7351
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.041499
Minimum -0.89527
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -0.89527
5-th percentile -0.4055
Q1 -0.14674
Median 0.037775
Q3 0.2253
95-th percentile 0.5065
Maximum 1
Range 1.8953
Interquartile range 0.37205

Descriptive statistics

Standard deviation 0.27518
Coef of variation 6.6311
Kurtosis -0.095857
Mean 0.041499
MAD 0.21995
Skewness 0.0068342
Sum 305.1
Variance 0.075725
Memory size 57.5 KiB
Value Count Frequency (%)  
0.18485839 2 0.0%
 
0.70505254 1 0.0%
 
0.036036519 1 0.0%
 
0.46881958 1 0.0%
 
0.055572754 1 0.0%
 
0.064916272 1 0.0%
 
0.021268667 1 0.0%
 
0.29278739 1 0.0%
 
-0.45063727 1 0.0%
 
-0.28076119 1 0.0%
 
Other values (7341) 7341 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-0.8952687 1 0.0%
 
-0.86422781 1 0.0%
 
-0.85949665 1 0.0%
 
-0.84374908 1 0.0%
 
-0.8284832 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.85602782 1 0.0%
 
0.85630835 1 0.0%
 
0.86321098 1 0.0%
 
0.90373769 1 0.0%
 
1.0 1 0.0%
 

tBodyGyroJerk-correlation()-X,Z
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.049097
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.39295
Q1 -0.12026
Median 0.047809
Q3 0.21571
95-th percentile 0.49679
Maximum 1
Range 2
Interquartile range 0.33598

Descriptive statistics

Standard deviation 0.26429
Coef of variation 5.3831
Kurtosis 0.13603
Mean 0.049097
MAD 0.20745
Skewness 0.068004
Sum 360.96
Variance 0.069851
Memory size 57.5 KiB
Value Count Frequency (%)  
0.3993716 1 0.0%
 
0.15785948 1 0.0%
 
-0.2395796 1 0.0%
 
0.19478817 1 0.0%
 
0.077552997 1 0.0%
 
0.321485 1 0.0%
 
-0.099793886 1 0.0%
 
-0.38668962 1 0.0%
 
0.10062332 1 0.0%
 
0.021049488 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.87174176 1 0.0%
 
-0.86713591 1 0.0%
 
-0.81170947 1 0.0%
 
-0.78001127 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.90760511 1 0.0%
 
0.91947172 1 0.0%
 
0.97078616 1 0.0%
 
0.97893775 1 0.0%
 
1.0 1 0.0%
 

tBodyGyroJerk-correlation()-Y,Z
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.12859
Minimum -1
Maximum 0.9968
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.5539
Q1 -0.30012
Median -0.13055
Q3 0.035591
95-th percentile 0.29464
Maximum 0.9968
Range 1.9968
Interquartile range 0.33571

Descriptive statistics

Standard deviation 0.25801
Coef of variation -2.0064
Kurtosis 0.29477
Mean -0.12859
MAD 0.20302
Skewness 0.07757
Sum -945.41
Variance 0.066569
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.28907368 1 0.0%
 
0.021141577 1 0.0%
 
-0.5345112 1 0.0%
 
-0.06864924 1 0.0%
 
-0.14581439 1 0.0%
 
-0.014443077 1 0.0%
 
-0.132443 1 0.0%
 
-0.22690644 1 0.0%
 
-0.48739476 1 0.0%
 
-0.15758781 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.995659 1 0.0%
 
-0.97807342 1 0.0%
 
-0.95638992 1 0.0%
 
-0.93970076 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.87437972 1 0.0%
 
0.93295326 1 0.0%
 
0.93773508 1 0.0%
 
0.98582417 1 0.0%
 
0.99680328 1 0.0%
 

tBodyGyroJerk-energy()-X
Highly correlated

This variable is highly correlated with tBodyGyroJerk-mad()-X and should be ignored for analysis

Correlation 0.91662

tBodyGyroJerk-energy()-Y
Numeric

Distinct count 6903
Unique (%) 93.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.93637
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99999
Q1 -0.99996
Median -0.99909
Q3 -0.93057
95-th percentile -0.71257
Maximum 1
Range 2
Interquartile range 0.069386

Descriptive statistics

Standard deviation 0.14452
Coef of variation -0.15434
Kurtosis 33.504
Mean -0.93637
MAD 0.079943
Skewness 4.8856
Sum -6884.2
Variance 0.020885
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99998802 5 0.1%
 
-0.99998225 5 0.1%
 
-0.99998972 4 0.1%
 
-0.99998941 4 0.1%
 
-0.99998929 4 0.1%
 
-0.99998683 4 0.1%
 
-0.99998838 4 0.1%
 
-0.99992751 4 0.1%
 
-0.99995113 4 0.1%
 
-0.99998113 4 0.1%
 
Other values (6893) 7310 99.4%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99999999 1 0.0%
 
-0.99999989 1 0.0%
 
-0.99999967 1 0.0%
 
-0.9999994 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.48279051 1 0.0%
 
0.49450708 1 0.0%
 
0.62626737 1 0.0%
 
0.96613561 1 0.0%
 
1.0 1 0.0%
 

tBodyGyroJerk-energy()-Z
Highly correlated

This variable is highly correlated with tBodyGyroJerk-mad()-Z and should be ignored for analysis

Correlation 0.90419

tBodyGyroJerk-entropy()-X
Highly correlated

This variable is highly correlated with tBodyAccJerk-entropy()-Z and should be ignored for analysis

Correlation 0.949

tBodyGyroJerk-entropy()-Y
Highly correlated

This variable is highly correlated with tBodyGyroJerk-entropy()-X and should be ignored for analysis

Correlation 0.95878

tBodyGyroJerk-entropy()-Z
Highly correlated

This variable is highly correlated with tBodyGyroJerk-entropy()-Y and should be ignored for analysis

Correlation 0.95559

tBodyGyroJerk-iqr()-X
Highly correlated

This variable is highly correlated with tBodyGyroJerk-sma() and should be ignored for analysis

Correlation 0.93891

tBodyGyroJerk-iqr()-Y
Highly correlated

This variable is highly correlated with tBodyGyroJerk-sma() and should be ignored for analysis

Correlation 0.96398

tBodyGyroJerk-iqr()-Z
Highly correlated

This variable is highly correlated with tBodyGyroJerk-iqr()-X and should be ignored for analysis

Correlation 0.91644

tBodyGyroJerk-mad()-X
Highly correlated

This variable is highly correlated with tBodyGyroJerk-std()-Z and should be ignored for analysis

Correlation 0.92407

tBodyGyroJerk-mad()-Y
Highly correlated

This variable is highly correlated with tBodyGyroJerk-std()-Y and should be ignored for analysis

Correlation 0.99698

tBodyGyroJerk-mad()-Z
Highly correlated

This variable is highly correlated with tBodyGyroJerk-mad()-X and should be ignored for analysis

Correlation 0.92879

tBodyGyroJerk-max()-X
Highly correlated

This variable is highly correlated with tBodyGyroJerk-mad()-Z and should be ignored for analysis

Correlation 0.90283

tBodyGyroJerk-max()-Y
Highly correlated

This variable is highly correlated with tBodyGyroJerk-mad()-Y and should be ignored for analysis

Correlation 0.95576

tBodyGyroJerk-max()-Z
Highly correlated

This variable is highly correlated with tBodyGyroJerk-mad()-Z and should be ignored for analysis

Correlation 0.96209

tBodyGyroJerk-mean()-X
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.097885
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.30472
Q1 -0.11696
Median -0.098307
Q3 -0.080706
95-th percentile 0.11852
Maximum 1
Range 2
Interquartile range 0.036252

Descriptive statistics

Standard deviation 0.12752
Coef of variation -1.3027
Kurtosis 7.1318
Mean -0.097885
MAD 0.070048
Skewness 0.026628
Sum -719.65
Variance 0.01626
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.098316993 1 0.0%
 
-0.097683784 1 0.0%
 
-0.098247721 1 0.0%
 
-0.099409494 1 0.0%
 
-0.10088499 1 0.0%
 
-0.09799605 1 0.0%
 
-0.22589968 1 0.0%
 
-0.072889858 1 0.0%
 
0.012487652 1 0.0%
 
-0.098679036 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.96897595 1 0.0%
 
-0.95914296 1 0.0%
 
-0.87193864 1 0.0%
 
-0.79429092 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.60412689 1 0.0%
 
0.69187887 1 0.0%
 
0.6947136 1 0.0%
 
0.69473717 1 0.0%
 
1.0 1 0.0%
 

tBodyGyroJerk-mean()-Y
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.04245
Minimum -1
Maximum 0.84803
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.23926
Q1 -0.059017
Median -0.040624
Q3 -0.025572
95-th percentile 0.14849
Maximum 0.84803
Range 1.848
Interquartile range 0.033445

Descriptive statistics

Standard deviation 0.11703
Coef of variation -2.7568
Kurtosis 7.627
Mean -0.04245
MAD 0.063703
Skewness 0.083537
Sum -312.09
Variance 0.013695
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.036012911 1 0.0%
 
-0.05407686 1 0.0%
 
-0.15509903 1 0.0%
 
0.16062242 1 0.0%
 
-0.017026472 1 0.0%
 
-0.015192421 1 0.0%
 
-0.042682868 1 0.0%
 
-0.014079617 1 0.0%
 
-0.042106189 1 0.0%
 
-0.045355523 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.87106661 1 0.0%
 
-0.8364198 1 0.0%
 
-0.78104645 1 0.0%
 
-0.71619003 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.64183158 1 0.0%
 
0.65512045 1 0.0%
 
0.72066535 1 0.0%
 
0.72987435 1 0.0%
 
0.84803136 1 0.0%
 

tBodyGyroJerk-mean()-Z
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.054325
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.26956
Q1 -0.07837
Median -0.054584
Q3 -0.032429
95-th percentile 0.15961
Maximum 1
Range 2
Interquartile range 0.045941

Descriptive statistics

Standard deviation 0.1302
Coef of variation -2.3967
Kurtosis 6.9865
Mean -0.054325
MAD 0.072909
Skewness 0.15624
Sum -399.4
Variance 0.016952
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.097901686 1 0.0%
 
0.19241669 1 0.0%
 
0.22440478 1 0.0%
 
-0.3031455 1 0.0%
 
0.28774216 1 0.0%
 
-0.0099663082 1 0.0%
 
0.15757255 1 0.0%
 
-0.055644936 1 0.0%
 
-0.014713616 1 0.0%
 
-0.05484063 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.82152497 1 0.0%
 
-0.81632111 1 0.0%
 
-0.81442675 1 0.0%
 
-0.74947975 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.78568671 1 0.0%
 
0.82716746 1 0.0%
 
0.86977548 1 0.0%
 
0.87958466 1 0.0%
 
1.0 1 0.0%
 

tBodyGyroJerk-min()-X
Numeric

Distinct count 5272
Unique (%) 71.7%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.75957
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile 0.23443
Q1 0.55871
Median 0.94201
Q3 0.99136
95-th percentile 0.9976
Maximum 1
Range 2
Interquartile range 0.43265

Descriptive statistics

Standard deviation 0.28538
Coef of variation 0.37572
Kurtosis 1.5597
Mean 0.75957
MAD 0.24252
Skewness -1.2176
Sum 5584.4
Variance 0.081444
Memory size 57.5 KiB
Value Count Frequency (%)  
-1.0 2 0.0%
 
0.040077166 2 0.0%
 
0.82673408 2 0.0%
 
0.49372827 2 0.0%
 
0.34660677 2 0.0%
 
0.74534191 2 0.0%
 
0.44477789 2 0.0%
 
0.67339015 2 0.0%
 
0.97947863 2 0.0%
 
0.43036188 2 0.0%
 
Other values (5262) 7332 99.7%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 2 0.0%
 
-0.91840454 2 0.0%
 
-0.82806069 2 0.0%
 
-0.75428239 2 0.0%
 
-0.52051962 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.99961368 1 0.0%
 
0.99961458 1 0.0%
 
0.99990761 1 0.0%
 
0.99992843 1 0.0%
 
1.0 1 0.0%
 

tBodyGyroJerk-min()-Y
Highly correlated

This variable is highly correlated with tBodyGyro-min()-Y and should be ignored for analysis

Correlation 0.90514

tBodyGyroJerk-min()-Z
Numeric

Distinct count 5276
Unique (%) 71.8%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.80075
Minimum -0.75979
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -0.75979
5-th percentile 0.34454
Q1 0.64639
Median 0.96089
Q3 0.99426
95-th percentile 0.99764
Maximum 1
Range 1.7598
Interquartile range 0.34787

Descriptive statistics

Standard deviation 0.25146
Coef of variation 0.31403
Kurtosis 3.1929
Mean 0.80075
MAD 0.2056
Skewness -1.5517
Sum 5887.1
Variance 0.063232
Memory size 57.5 KiB
Value Count Frequency (%)  
0.99536322 3 0.0%
 
0.69804055 2 0.0%
 
0.99548654 2 0.0%
 
0.65535552 2 0.0%
 
0.50385506 2 0.0%
 
0.49328561 2 0.0%
 
0.99534907 2 0.0%
 
0.99288111 2 0.0%
 
0.99781668 2 0.0%
 
0.97836825 2 0.0%
 
Other values (5266) 7331 99.7%
 

Minimum 5 values

Value Count Frequency (%)  
-0.7597897 1 0.0%
 
-0.74545792 2 0.0%
 
-0.73682447 2 0.0%
 
-0.72099913 2 0.0%
 
-0.62452741 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.99941542 2 0.0%
 
0.99978721 1 0.0%
 
0.99979701 1 0.0%
 
0.99999681 1 0.0%
 
1.0 1 0.0%
 

tBodyGyroJerk-sma()
Highly correlated

This variable is highly correlated with tBodyGyroJerk-max()-Z and should be ignored for analysis

Correlation 0.91723

tBodyGyroJerk-std()-X
Highly correlated

This variable is highly correlated with tBodyGyro-mad()-X and should be ignored for analysis

Correlation 0.90345

tBodyGyroJerk-std()-Y
Highly correlated

This variable is highly correlated with tBodyGyro-max()-Y and should be ignored for analysis

Correlation 0.92889

tBodyGyroJerk-std()-Z
Highly correlated

This variable is highly correlated with tBodyGyroJerk-std()-X and should be ignored for analysis

Correlation 0.92367

tBodyGyroJerkMag-arCoeff()1
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.27967
Minimum -1
Maximum 0.99282
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.14628
Q1 0.13048
Median 0.2947
Q3 0.44931
95-th percentile 0.64877
Maximum 0.99282
Range 1.9928
Interquartile range 0.31883

Descriptive statistics

Standard deviation 0.24275
Coef of variation 0.868
Kurtosis 0.49245
Mean 0.27967
MAD 0.19134
Skewness -0.43685
Sum 2056.1
Variance 0.058928
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.15367501 1 0.0%
 
0.54729262 1 0.0%
 
0.03465752 1 0.0%
 
0.61746083 1 0.0%
 
0.55133915 1 0.0%
 
0.25682949 1 0.0%
 
0.22997359 1 0.0%
 
0.34104657 1 0.0%
 
0.20797996 1 0.0%
 
0.079847271 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.91866023 1 0.0%
 
-0.8324771 1 0.0%
 
-0.74577641 1 0.0%
 
-0.73893781 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.91993142 1 0.0%
 
0.92467379 1 0.0%
 
0.9345143 1 0.0%
 
0.97086476 1 0.0%
 
0.99282314 1 0.0%
 

tBodyGyroJerkMag-arCoeff()2
Numeric

Distinct count 7351
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.22237
Minimum -0.99766
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -0.99766
5-th percentile -0.54688
Q1 -0.36856
Median -0.23045
Q3 -0.093201
95-th percentile 0.13933
Maximum 1
Range 1.9977
Interquartile range 0.27536

Descriptive statistics

Standard deviation 0.21094
Coef of variation -0.94856
Kurtosis 0.57141
Mean -0.22237
MAD 0.16619
Skewness 0.35793
Sum -1634.9
Variance 0.044494
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.13289819 2 0.0%
 
-0.45696556 1 0.0%
 
-0.1413844 1 0.0%
 
-0.52755995 1 0.0%
 
-0.15454214 1 0.0%
 
0.16702764 1 0.0%
 
-0.29617292 1 0.0%
 
0.18499213 1 0.0%
 
-0.22974759 1 0.0%
 
0.07660552 1 0.0%
 
Other values (7341) 7341 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-0.99766425 1 0.0%
 
-0.87819205 1 0.0%
 
-0.87702506 1 0.0%
 
-0.86583023 1 0.0%
 
-0.85818576 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.69603137 1 0.0%
 
0.71213921 1 0.0%
 
0.77019832 1 0.0%
 
0.92181578 1 0.0%
 
1.0 1 0.0%
 

tBodyGyroJerkMag-arCoeff()3
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.048592
Minimum -1
Maximum 0.88034
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.41838
Q1 -0.19131
Median -0.047447
Q3 0.096195
95-th percentile 0.31616
Maximum 0.88034
Range 1.8803
Interquartile range 0.28751

Descriptive statistics

Standard deviation 0.22575
Coef of variation -4.6459
Kurtosis 0.54762
Mean -0.048592
MAD 0.17614
Skewness -0.023219
Sum -357.25
Variance 0.050965
Memory size 57.5 KiB
Value Count Frequency (%)  
0.056507587 1 0.0%
 
-0.061339668 1 0.0%
 
-0.13474224 1 0.0%
 
-0.33917661 1 0.0%
 
-0.32255549 1 0.0%
 
0.077319233 1 0.0%
 
0.12874839 1 0.0%
 
0.041840911 1 0.0%
 
-0.31879528 1 0.0%
 
-0.15904909 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.88507433 1 0.0%
 
-0.88235754 1 0.0%
 
-0.85943701 1 0.0%
 
-0.85242917 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.80048719 1 0.0%
 
0.81320515 1 0.0%
 
0.83551594 1 0.0%
 
0.86475315 1 0.0%
 
0.88033546 1 0.0%
 

tBodyGyroJerkMag-arCoeff()4
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.11649
Minimum -1
Maximum 0.83673
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.49524
Q1 -0.28504
Median -0.12881
Q3 0.041017
95-th percentile 0.3089
Maximum 0.83673
Range 1.8367
Interquartile range 0.32605

Descriptive statistics

Standard deviation 0.24513
Coef of variation -2.1043
Kurtosis 0.13004
Mean -0.11649
MAD 0.19448
Skewness 0.26674
Sum -856.42
Variance 0.060089
Memory size 57.5 KiB
Value Count Frequency (%)  
0.16234249 1 0.0%
 
-0.24370079 1 0.0%
 
-0.028695091 1 0.0%
 
0.14162905 1 0.0%
 
-0.28090988 1 0.0%
 
-0.44274078 1 0.0%
 
-0.0099749391 1 0.0%
 
0.074764949 1 0.0%
 
0.039284006 1 0.0%
 
-0.17538554 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.95723203 1 0.0%
 
-0.93717726 1 0.0%
 
-0.92222416 1 0.0%
 
-0.89419283 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.74889677 1 0.0%
 
0.76366485 1 0.0%
 
0.76522766 1 0.0%
 
0.81606465 1 0.0%
 
0.83672766 1 0.0%
 

tBodyGyroJerkMag-energy()
Highly correlated

This variable is highly correlated with tBodyGyroJerkMag-max() and should be ignored for analysis

Correlation 0.9139

tBodyGyroJerkMag-entropy()
Highly correlated

This variable is highly correlated with tBodyGyroMag-sma() and should be ignored for analysis

Correlation 0.90115

tBodyGyroJerkMag-iqr()
Highly correlated

This variable is highly correlated with tBodyGyroJerkMag-sma() and should be ignored for analysis

Correlation 0.98525

tBodyGyroJerkMag-mad()
Highly correlated

This variable is highly correlated with tBodyGyroJerkMag-std() and should be ignored for analysis

Correlation 0.99679

tBodyGyroJerkMag-max()
Highly correlated

This variable is highly correlated with tBodyGyroJerkMag-mad() and should be ignored for analysis

Correlation 0.97828

tBodyGyroJerkMag-mean()
Highly correlated

This variable is highly correlated with tBodyGyroMag-sma() and should be ignored for analysis

Correlation 0.91651

tBodyGyroJerkMag-min()
Numeric

Distinct count 5163
Unique (%) 70.2%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.80229
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99536
Q1 -0.99054
Median -0.97396
Q3 -0.63826
95-th percentile -0.30714
Maximum 1
Range 2
Interquartile range 0.35228

Descriptive statistics

Standard deviation 0.25301
Coef of variation -0.31537
Kurtosis 2.0758
Mean -0.80229
MAD 0.20924
Skewness 1.4199
Sum -5898.4
Variance 0.064016
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.98864441 4 0.1%
 
-0.65034806 2 0.0%
 
-0.98660109 2 0.0%
 
-0.99610119 2 0.0%
 
-0.97911616 2 0.0%
 
-0.9912236 2 0.0%
 
-0.7657408 2 0.0%
 
-0.97247987 2 0.0%
 
-0.98858195 2 0.0%
 
-0.99338821 2 0.0%
 
Other values (5153) 7330 99.7%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 2 0.0%
 
-0.99889684 2 0.0%
 
-0.99883241 2 0.0%
 
-0.99878444 1 0.0%
 
-0.99874343 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.49099728 1 0.0%
 
0.52618992 1 0.0%
 
0.54384294 1 0.0%
 
0.80365169 1 0.0%
 
1.0 1 0.0%
 

tBodyGyroJerkMag-sma()
Highly correlated

This variable is highly correlated with tBodyGyroJerkMag-max() and should be ignored for analysis

Correlation 0.95486

tBodyGyroJerkMag-std()
Highly correlated

This variable is highly correlated with tBodyGyroJerkMag-mean() and should be ignored for analysis

Correlation 0.97296

tBodyGyroMag-arCoeff()1
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.029993
Minimum -1
Maximum 0.99352
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.52531
Q1 -0.24032
Median -0.035952
Q3 0.17767
95-th percentile 0.48198
Maximum 0.99352
Range 1.9935
Interquartile range 0.41799

Descriptive statistics

Standard deviation 0.30454
Coef of variation -10.154
Kurtosis -0.25352
Mean -0.029993
MAD 0.24552
Skewness 0.077054
Sum -220.51
Variance 0.092746
Memory size 57.5 KiB
Value Count Frequency (%)  
0.45899276 1 0.0%
 
-0.04232092 1 0.0%
 
0.10963971 1 0.0%
 
-0.1625018 1 0.0%
 
0.15325246 1 0.0%
 
0.47744335 1 0.0%
 
0.36224305 1 0.0%
 
-0.30841928 1 0.0%
 
0.34947697 1 0.0%
 
-0.19295283 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.93327199 1 0.0%
 
-0.89391255 1 0.0%
 
-0.88122575 1 0.0%
 
-0.88015877 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.91687318 1 0.0%
 
0.94481272 1 0.0%
 
0.96771897 1 0.0%
 
0.97473362 1 0.0%
 
0.99352363 1 0.0%
 

tBodyGyroMag-arCoeff()2
Numeric

Distinct count 7351
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.066624
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.5004
Q1 -0.25533
Median -0.075826
Q3 0.11094
95-th percentile 0.40109
Maximum 1
Range 2
Interquartile range 0.36627

Descriptive statistics

Standard deviation 0.27301
Coef of variation -4.0978
Kurtosis 0.044432
Mean -0.066624
MAD 0.21752
Skewness 0.2025
Sum -489.82
Variance 0.074537
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.01878951 2 0.0%
 
-0.25391184 1 0.0%
 
0.32498096 1 0.0%
 
-0.13154019 1 0.0%
 
0.0039972299 1 0.0%
 
-0.25195625 1 0.0%
 
-0.28487249 1 0.0%
 
-0.3562128 1 0.0%
 
0.015664116 1 0.0%
 
0.062971633 1 0.0%
 
Other values (7341) 7341 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.94400502 1 0.0%
 
-0.879145 1 0.0%
 
-0.8756139 1 0.0%
 
-0.87248846 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.83123021 1 0.0%
 
0.84116054 1 0.0%
 
0.90589204 1 0.0%
 
0.94689623 1 0.0%
 
1.0 1 0.0%
 

tBodyGyroMag-arCoeff()3
Numeric

Distinct count 7351
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.11154
Minimum -0.89991
Maximum 0.99463
Zeros (%) 0.0%

Quantile statistics

Minimum -0.89991
5-th percentile -0.30357
Q1 -0.051424
Median 0.11513
Q3 0.27841
95-th percentile 0.51585
Maximum 0.99463
Range 1.8945
Interquartile range 0.32984

Descriptive statistics

Standard deviation 0.25013
Coef of variation 2.2424
Kurtosis 0.2941
Mean 0.11154
MAD 0.1973
Skewness -0.14261
Sum 820.06
Variance 0.062563
Memory size 57.5 KiB
Value Count Frequency (%)  
0.20958081 2 0.0%
 
-0.05785211 1 0.0%
 
0.44843659 1 0.0%
 
0.058746485 1 0.0%
 
0.032845808 1 0.0%
 
0.06571636 1 0.0%
 
0.15510608 1 0.0%
 
-0.11356513 1 0.0%
 
0.26189795 1 0.0%
 
-0.085854133 1 0.0%
 
Other values (7341) 7341 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-0.89991431 1 0.0%
 
-0.81655162 1 0.0%
 
-0.81608872 1 0.0%
 
-0.79055782 1 0.0%
 
-0.78740198 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.89917008 1 0.0%
 
0.90646838 1 0.0%
 
0.91664762 1 0.0%
 
0.94999718 1 0.0%
 
0.99462757 1 0.0%
 

tBodyGyroMag-arCoeff()4
Numeric

Distinct count 7351
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.058711
Minimum -0.99742
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -0.99742
5-th percentile -0.46342
Q1 -0.21943
Median -0.061004
Q3 0.10424
95-th percentile 0.33848
Maximum 1
Range 1.9974
Interquartile range 0.32367

Descriptive statistics

Standard deviation 0.24562
Coef of variation -4.1836
Kurtosis 0.18267
Mean -0.058711
MAD 0.19396
Skewness 0.0078819
Sum -431.64
Variance 0.06033
Memory size 57.5 KiB
Value Count Frequency (%)  
0.2010921 2 0.0%
 
-0.51957425 1 0.0%
 
0.12650413 1 0.0%
 
-0.10979859 1 0.0%
 
-0.059885392 1 0.0%
 
-0.13009969 1 0.0%
 
0.33866997 1 0.0%
 
-0.080189392 1 0.0%
 
-0.25004267 1 0.0%
 
0.45006808 1 0.0%
 
Other values (7341) 7341 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-0.99742291 1 0.0%
 
-0.89053391 1 0.0%
 
-0.8607347 1 0.0%
 
-0.84415387 1 0.0%
 
-0.84027629 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.76245266 1 0.0%
 
0.76246809 1 0.0%
 
0.76914668 1 0.0%
 
0.84991442 1 0.0%
 
1.0 1 0.0%
 

tBodyGyroMag-energy()
Highly correlated

This variable is highly correlated with tBodyGyroMag-sma() and should be ignored for analysis

Correlation 0.94339

tBodyGyroMag-entropy()
Numeric

Distinct count 6243
Unique (%) 84.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.21005
Minimum -1
Maximum 0.99264
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.6115
Q1 -0.19164
Median 0.25919
Q3 0.63547
95-th percentile 0.88996
Maximum 0.99264
Range 1.9926
Interquartile range 0.82711

Descriptive statistics

Standard deviation 0.48646
Coef of variation 2.3159
Kurtosis -1.0457
Mean 0.21005
MAD 0.41893
Skewness -0.28689
Sum 1544.3
Variance 0.23665
Memory size 57.5 KiB
Value Count Frequency (%)  
0.96489935 8 0.1%
 
0.93852253 8 0.1%
 
0.91423951 7 0.1%
 
0.91497359 7 0.1%
 
0.92397441 6 0.1%
 
0.87122076 6 0.1%
 
0.90314489 6 0.1%
 
0.83160351 6 0.1%
 
0.92533412 6 0.1%
 
0.88022158 6 0.1%
 
Other values (6233) 7286 99.1%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 2 0.0%
 
-0.93238606 1 0.0%
 
-0.91502316 1 0.0%
 
-0.91139062 1 0.0%
 
-0.90959395 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.97735368 1 0.0%
 
0.98018156 1 0.0%
 
0.98471779 1 0.0%
 
0.98681159 1 0.0%
 
0.99263589 1 0.0%
 

tBodyGyroMag-iqr()
Highly correlated

This variable is highly correlated with tBodyGyroMag-energy() and should be ignored for analysis

Correlation 0.92898

tBodyGyroMag-mad()
Highly correlated

This variable is highly correlated with tBodyGyroMag-std() and should be ignored for analysis

Correlation 0.99681

tBodyGyroMag-max()
Highly correlated

This variable is highly correlated with tBodyGyroMag-mad() and should be ignored for analysis

Correlation 0.97415

tBodyGyroMag-mean()
Highly correlated

This variable is highly correlated with tBodyAccJerkMag-entropy() and should be ignored for analysis

Correlation 0.93803

tBodyGyroMag-min()
Numeric

Distinct count 5296
Unique (%) 72.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.73498
Minimum -0.99984
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -0.99984
5-th percentile -0.99689
Q1 -0.98924
Median -0.89942
Q3 -0.53488
95-th percentile -0.14964
Maximum 1
Range 1.9998
Interquartile range 0.45436

Descriptive statistics

Standard deviation 0.30989
Coef of variation -0.42163
Kurtosis 1.0487
Mean -0.73498
MAD 0.25925
Skewness 1.1911
Sum -5403.6
Variance 0.09603
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99639989 2 0.0%
 
-0.9825944 2 0.0%
 
-0.56134425 2 0.0%
 
-0.5934478 2 0.0%
 
-0.61601679 2 0.0%
 
-0.84721864 2 0.0%
 
-0.99115966 2 0.0%
 
-0.99219713 2 0.0%
 
-0.98051063 2 0.0%
 
-0.99884016 2 0.0%
 
Other values (5286) 7332 99.7%
 

Minimum 5 values

Value Count Frequency (%)  
-0.99983528 2 0.0%
 
-0.99972984 2 0.0%
 
-0.99959104 2 0.0%
 
-0.99957154 2 0.0%
 
-0.99954487 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.67417045 1 0.0%
 
0.70314361 1 0.0%
 
0.74830653 1 0.0%
 
0.75117574 1 0.0%
 
1.0 1 0.0%
 

tBodyGyroMag-sma()
Highly correlated

This variable is highly correlated with tBodyGyroMag-max() and should be ignored for analysis

Correlation 0.95953

tBodyGyroMag-std()
Highly correlated

This variable is highly correlated with tBodyGyroMag-mean() and should be ignored for analysis

Correlation 0.9639

tGravityAcc-arCoeff()-X,1
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.51577
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.88042
Q1 -0.65968
Median -0.52155
Q3 -0.37844
95-th percentile -0.16434
Maximum 1
Range 2
Interquartile range 0.28124

Descriptive statistics

Standard deviation 0.21362
Coef of variation -0.41417
Kurtosis 0.75579
Mean -0.51577
MAD 0.16869
Skewness 0.30642
Sum -3791.9
Variance 0.045633
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.81057418 1 0.0%
 
-0.48223497 1 0.0%
 
-0.36937121 1 0.0%
 
-0.48121634 1 0.0%
 
-0.72046491 1 0.0%
 
-0.64228057 1 0.0%
 
-0.39320856 1 0.0%
 
-0.56977631 1 0.0%
 
-0.15110978 1 0.0%
 
-0.61889366 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.9991975 1 0.0%
 
-0.9982844 1 0.0%
 
-0.9950956 1 0.0%
 
-0.99491324 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.41226417 1 0.0%
 
0.4211849 1 0.0%
 
0.44855091 1 0.0%
 
0.83079744 1 0.0%
 
1.0 1 0.0%
 

tGravityAcc-arCoeff()-X,2
Numeric

Distinct count 7351
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.55318
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile 0.19987
Q1 0.41403
Median 0.56511
Q3 0.7026
95-th percentile 0.88393
Maximum 1
Range 2
Interquartile range 0.28858

Descriptive statistics

Standard deviation 0.20775
Coef of variation 0.37555
Kurtosis 0.69102
Mean 0.55318
MAD 0.16672
Skewness -0.4097
Sum 4067
Variance 0.043158
Memory size 57.5 KiB
Value Count Frequency (%)  
0.66198668 2 0.0%
 
0.48760944 1 0.0%
 
0.30301864 1 0.0%
 
0.50149374 1 0.0%
 
0.59571574 1 0.0%
 
0.38372707 1 0.0%
 
0.7986448 1 0.0%
 
0.52330169 1 0.0%
 
0.97194969 1 0.0%
 
0.94452002 1 0.0%
 
Other values (7341) 7341 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.83483129 1 0.0%
 
-0.36435272 1 0.0%
 
-0.33950724 1 0.0%
 
-0.31434111 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.99498764 1 0.0%
 
0.99511116 1 0.0%
 
0.99787884 1 0.0%
 
0.99979836 1 0.0%
 
1.0 1 0.0%
 

tGravityAcc-arCoeff()-X,3
Highly correlated

This variable is highly correlated with tGravityAcc-arCoeff()-X,1 and should be ignored for analysis

Correlation 0.95843

tGravityAcc-arCoeff()-X,4
Highly correlated

This variable is highly correlated with tGravityAcc-arCoeff()-X,2 and should be ignored for analysis

Correlation 0.95864

tGravityAcc-arCoeff()-Y,1
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.34533
Minimum -1
Maximum 0.81317
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.85836
Q1 -0.5415
Median -0.34235
Q3 -0.14678
95-th percentile 0.12924
Maximum 0.81317
Range 1.8132
Interquartile range 0.39472

Descriptive statistics

Standard deviation 0.29271
Coef of variation -0.84762
Kurtosis -0.15566
Mean -0.34533
MAD 0.2344
Skewness 0.05115
Sum -2538.9
Variance 0.085678
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.64256028 1 0.0%
 
-0.082631187 1 0.0%
 
-0.53609327 1 0.0%
 
0.030464595 1 0.0%
 
-0.71072886 1 0.0%
 
-0.48800709 1 0.0%
 
-0.17898992 1 0.0%
 
-0.63676875 1 0.0%
 
-0.09038373 1 0.0%
 
-0.11964549 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99668387 1 0.0%
 
-0.99557961 1 0.0%
 
-0.99534725 1 0.0%
 
-0.99459073 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.67748025 1 0.0%
 
0.73275613 1 0.0%
 
0.78564972 1 0.0%
 
0.80055624 1 0.0%
 
0.81316975 1 0.0%
 

tGravityAcc-arCoeff()-Y,2
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.33094
Minimum -0.95417
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -0.95417
5-th percentile -0.14778
Q1 0.127
Median 0.32733
Q3 0.5316
95-th percentile 0.85203
Maximum 1
Range 1.9542
Interquartile range 0.4046

Descriptive statistics

Standard deviation 0.29913
Coef of variation 0.90387
Kurtosis -0.052187
Mean 0.33094
MAD 0.23901
Skewness -0.086167
Sum 2433.1
Variance 0.089479
Memory size 57.5 KiB
Value Count Frequency (%)  
0.25487561 1 0.0%
 
0.09815634 1 0.0%
 
-0.21643981 1 0.0%
 
0.15972211 1 0.0%
 
0.49327514 1 0.0%
 
0.82799749 1 0.0%
 
0.54184293 1 0.0%
 
0.58398654 1 0.0%
 
0.2477632 1 0.0%
 
0.19510261 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-0.95417313 1 0.0%
 
-0.94909655 1 0.0%
 
-0.93949817 1 0.0%
 
-0.84726896 1 0.0%
 
-0.72512656 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.99439706 1 0.0%
 
0.9945393 1 0.0%
 
0.99487703 1 0.0%
 
0.99719352 1 0.0%
 
1.0 1 0.0%
 

tGravityAcc-arCoeff()-Y,3
Highly correlated

This variable is highly correlated with tGravityAcc-arCoeff()-Y,1 and should be ignored for analysis

Correlation 0.96359

tGravityAcc-arCoeff()-Y,4
Highly correlated

This variable is highly correlated with tGravityAcc-arCoeff()-Y,2 and should be ignored for analysis

Correlation 0.95581

tGravityAcc-arCoeff()-Z,1
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.43115
Minimum -1
Maximum 0.64877
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.89079
Q1 -0.62283
Median -0.42957
Q3 -0.24772
95-th percentile 0.0069185
Maximum 0.64877
Range 1.6488
Interquartile range 0.37511

Descriptive statistics

Standard deviation 0.26991
Coef of variation -0.62603
Kurtosis -0.2214
Mean -0.43115
MAD 0.21835
Skewness 0.13921
Sum -3169.8
Variance 0.072852
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.37403709 1 0.0%
 
-0.45322355 1 0.0%
 
-0.8381016 1 0.0%
 
-0.73279114 1 0.0%
 
-0.25670163 1 0.0%
 
-0.16942879 1 0.0%
 
-0.87122541 1 0.0%
 
0.11304777 1 0.0%
 
-0.064447197 1 0.0%
 
-0.31671424 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99890322 1 0.0%
 
-0.9985746 1 0.0%
 
-0.99788701 1 0.0%
 
-0.99759047 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.51559237 1 0.0%
 
0.53688118 1 0.0%
 
0.54575488 1 0.0%
 
0.56454121 1 0.0%
 
0.64877436 1 0.0%
 

tGravityAcc-arCoeff()-Z,2
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.45629
Minimum -0.61764
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -0.61764
5-th percentile 0.036091
Q1 0.27777
Median 0.45267
Q3 0.64504
95-th percentile 0.89687
Maximum 1
Range 1.6176
Interquartile range 0.36727

Descriptive statistics

Standard deviation 0.26028
Coef of variation 0.57043
Kurtosis -0.22594
Mean 0.45629
MAD 0.2113
Skewness -0.14301
Sum 3354.6
Variance 0.067747
Memory size 57.5 KiB
Value Count Frequency (%)  
0.96680913 1 0.0%
 
0.092201605 1 0.0%
 
-0.032722738 1 0.0%
 
-0.10886541 1 0.0%
 
0.88095786 1 0.0%
 
0.17787604 1 0.0%
 
0.24416401 1 0.0%
 
0.14933517 1 0.0%
 
0.46087939 1 0.0%
 
0.19321233 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-0.61763642 1 0.0%
 
-0.53936547 1 0.0%
 
-0.52307971 1 0.0%
 
-0.5182228 1 0.0%
 
-0.47837503 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.99797984 1 0.0%
 
0.99842317 1 0.0%
 
0.9984991 1 0.0%
 
0.99917535 1 0.0%
 
1.0 1 0.0%
 

tGravityAcc-arCoeff()-Z,3
Highly correlated

This variable is highly correlated with tGravityAcc-arCoeff()-Z,1 and should be ignored for analysis

Correlation 0.98004

tGravityAcc-arCoeff()-Z,4
Highly correlated

This variable is highly correlated with tGravityAcc-arCoeff()-Z,2 and should be ignored for analysis

Correlation 0.97795

tGravityAcc-correlation()-X,Y
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.18681
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.96634
Q1 -0.46942
Median 0.39303
Q3 0.84505
95-th percentile 0.98632
Maximum 1
Range 2
Interquartile range 1.3145

Descriptive statistics

Standard deviation 0.69664
Coef of variation 3.7291
Kurtosis -1.3318
Mean 0.18681
MAD 0.62208
Skewness -0.42433
Sum 1373.4
Variance 0.4853
Memory size 57.5 KiB
Value Count Frequency (%)  
0.42091209 1 0.0%
 
0.94112611 1 0.0%
 
0.99141186 1 0.0%
 
-0.71524859 1 0.0%
 
-0.2794062 1 0.0%
 
-0.39944423 1 0.0%
 
0.86511877 1 0.0%
 
-0.99444463 1 0.0%
 
0.90113524 1 0.0%
 
0.96121575 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99995776 1 0.0%
 
-0.99993871 1 0.0%
 
-0.99975912 1 0.0%
 
-0.9996544 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.99987137 1 0.0%
 
0.99988022 1 0.0%
 
0.9999117 1 0.0%
 
0.99992974 1 0.0%
 
1.0 1 0.0%
 

tGravityAcc-correlation()-X,Z
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.10528
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.98877
Q1 -0.80862
Median -0.21694
Q3 0.59654
95-th percentile 0.9686
Maximum 1
Range 2
Interquartile range 1.4052

Descriptive statistics

Standard deviation 0.70772
Coef of variation -6.7225
Kurtosis -1.4899
Mean -0.10528
MAD 0.64046
Skewness 0.21223
Sum -774
Variance 0.50087
Memory size 57.5 KiB
Value Count Frequency (%)  
0.52933923 1 0.0%
 
-0.12828692 1 0.0%
 
0.89014708 1 0.0%
 
-0.98562051 1 0.0%
 
0.09574684 1 0.0%
 
0.99098288 1 0.0%
 
-0.96216597 1 0.0%
 
-0.66277845 1 0.0%
 
-0.81623965 1 0.0%
 
-0.9512589 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99997942 1 0.0%
 
-0.99993986 1 0.0%
 
-0.99990857 1 0.0%
 
-0.99988284 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.99975276 1 0.0%
 
0.99977249 1 0.0%
 
0.99991411 1 0.0%
 
0.9999962 1 0.0%
 
1.0 1 0.0%
 

tGravityAcc-correlation()-Y,Z
Numeric

Distinct count 7351
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.088671
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.98071
Q1 -0.60669
Median 0.18518
Q3 0.78451
95-th percentile 0.98244
Maximum 1
Range 2
Interquartile range 1.3912

Descriptive statistics

Standard deviation 0.70416
Coef of variation 7.9413
Kurtosis -1.4727
Mean 0.088671
MAD 0.63429
Skewness -0.19746
Sum 651.91
Variance 0.49584
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99707523 2 0.0%
 
-0.99643923 1 0.0%
 
0.092949573 1 0.0%
 
0.55329867 1 0.0%
 
0.88934301 1 0.0%
 
0.86802749 1 0.0%
 
0.99098316 1 0.0%
 
-0.40755642 1 0.0%
 
0.70918174 1 0.0%
 
-0.81760773 1 0.0%
 
Other values (7341) 7341 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99999945 1 0.0%
 
-0.99996961 1 0.0%
 
-0.99996958 1 0.0%
 
-0.99991522 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.9997928 1 0.0%
 
0.99985925 1 0.0%
 
0.99996128 1 0.0%
 
0.99998309 1 0.0%
 
1.0 1 0.0%
 

tGravityAcc-energy()-X
Highly correlated

This variable is highly correlated with tGravityAcc-min()-X and should be ignored for analysis

Correlation 0.98126

tGravityAcc-energy()-Y
Numeric

Distinct count 7348
Unique (%) 99.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.73038
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99762
Q1 -0.96673
Median -0.91006
Q3 -0.76901
95-th percentile 0.41305
Maximum 1
Range 2
Interquartile range 0.19772

Descriptive statistics

Standard deviation 0.43704
Coef of variation -0.59837
Kurtosis 4.2638
Mean -0.73038
MAD 0.2968
Skewness 2.2815
Sum -5369.7
Variance 0.191
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.99990977 2 0.0%
 
-0.91453458 2 0.0%
 
-0.93910425 2 0.0%
 
-0.96084442 2 0.0%
 
-0.95101772 1 0.0%
 
-0.98441939 1 0.0%
 
-0.90613842 1 0.0%
 
-0.9102995 1 0.0%
 
-0.99818862 1 0.0%
 
-0.96445067 1 0.0%
 
Other values (7338) 7338 99.8%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99999904 1 0.0%
 
-0.999998 1 0.0%
 
-0.99999765 1 0.0%
 
-0.99999599 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.95158738 1 0.0%
 
0.95284619 1 0.0%
 
0.95305231 1 0.0%
 
0.95421533 1 0.0%
 
1.0 1 0.0%
 

tGravityAcc-energy()-Z
Numeric

Distinct count 7349
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.74471
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99944
Q1 -0.98989
Median -0.94219
Q3 -0.74052
95-th percentile 0.40272
Maximum 1
Range 2
Interquartile range 0.24937

Descriptive statistics

Standard deviation 0.43595
Coef of variation -0.5854
Kurtosis 3.9386
Mean -0.74471
MAD 0.30219
Skewness 2.1998
Sum -5475.1
Variance 0.19005
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.9989052 2 0.0%
 
-0.99991829 2 0.0%
 
-0.99401205 2 0.0%
 
-0.99611052 1 0.0%
 
-0.97750799 1 0.0%
 
-0.99999203 1 0.0%
 
-0.97119044 1 0.0%
 
-0.5161078 1 0.0%
 
-0.26176694 1 0.0%
 
0.48469976 1 0.0%
 
Other values (7339) 7339 99.8%
 

Minimum 5 values

Value Count Frequency (%)  
-0.99999923 1 0.0%
 
-0.9999991 1 0.0%
 
-0.99999882 1 0.0%
 
-0.99999827 1 0.0%
 
-0.99999824 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.99771684 1 0.0%
 
0.99781878 1 0.0%
 
0.99789264 1 0.0%
 
0.99944864 1 0.0%
 
1.0 1 0.0%
 

tGravityAcc-entropy()-X
Numeric

Distinct count 3168
Unique (%) 43.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.66751
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -1
Q1 -1
Median -0.74494
Q3 -0.39243
95-th percentile -0.02163
Maximum 1
Range 2
Interquartile range 0.60757

Descriptive statistics

Standard deviation 0.36511
Coef of variation -0.54697
Kurtosis 0.0027507
Mean -0.66751
MAD 0.31301
Skewness 0.85465
Sum -4907.5
Variance 0.1333
Memory size 57.5 KiB
Value Count Frequency (%)  
-1.0 3118 42.4%
 
-0.79875375 28 0.4%
 
-0.68797241 24 0.3%
 
-0.82339277 23 0.3%
 
-0.83012354 22 0.3%
 
-0.70986539 21 0.3%
 
-0.69997649 21 0.3%
 
-0.83710607 21 0.3%
 
-0.68835807 21 0.3%
 
-0.70764845 20 0.3%
 
Other values (3158) 4033 54.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 3118 42.4%
 
-0.97940022 12 0.2%
 
-0.96371135 8 0.1%
 
-0.94989357 18 0.2%
 
-0.93730089 16 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
0.78631957 1 0.0%
 
0.79952164 1 0.0%
 
0.81332693 1 0.0%
 
0.94838633 1 0.0%
 
1.0 1 0.0%
 

tGravityAcc-entropy()-Y
Numeric

Distinct count 1179
Unique (%) 16.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.86913
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -1
Q1 -1
Median -1
Q3 -0.87175
95-th percentile -0.2239
Maximum 1
Range 2
Interquartile range 0.12825

Descriptive statistics

Standard deviation 0.28143
Coef of variation -0.3238
Kurtosis 8.0301
Mean -0.86913
MAD 0.19393
Skewness 2.7079
Sum -6389.9
Variance 0.079201
Memory size 57.5 KiB
Value Count Frequency (%)  
-1.0 5401 73.5%
 
-0.71433603 26 0.4%
 
-0.71509131 23 0.3%
 
-0.73914308 21 0.3%
 
-0.71554493 20 0.3%
 
-0.71837495 19 0.3%
 
-0.8213536 18 0.2%
 
-0.71933811 18 0.2%
 
-0.77181168 17 0.2%
 
-0.72571308 17 0.2%
 
Other values (1169) 1772 24.1%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 5401 73.5%
 
-0.98116731 12 0.2%
 
-0.96682426 10 0.1%
 
-0.95419179 4 0.1%
 
-0.94267934 10 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.87777927 1 0.0%
 
0.88611708 1 0.0%
 
0.96428571 1 0.0%
 
0.98045784 1 0.0%
 
1.0 2 0.0%
 

tGravityAcc-entropy()-Z
Numeric

Distinct count 2710
Unique (%) 36.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.68472
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -1
Q1 -1
Median -0.86992
Q3 -0.42484
95-th percentile 0.097632
Maximum 1
Range 2
Interquartile range 0.57516

Descriptive statistics

Standard deviation 0.39646
Coef of variation -0.57902
Kurtosis 0.72951
Mean -0.68472
MAD 0.3272
Skewness 1.1867
Sum -5034
Variance 0.15718
Memory size 57.5 KiB
Value Count Frequency (%)  
-1.0 3552 48.3%
 
-0.73001929 31 0.4%
 
-0.69252448 28 0.4%
 
-0.69236188 27 0.4%
 
-0.71010364 25 0.3%
 
-0.7759587 23 0.3%
 
-0.706328 22 0.3%
 
-0.70461409 22 0.3%
 
-0.87829606 21 0.3%
 
-0.69496821 21 0.3%
 
Other values (2700) 3580 48.7%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 3552 48.3%
 
-0.97971864 10 0.1%
 
-0.96427228 12 0.2%
 
-0.95066808 11 0.1%
 
-0.94404576 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.93359878 1 0.0%
 
0.9632591 1 0.0%
 
0.96906066 1 0.0%
 
0.98430451 1 0.0%
 
1.0 1 0.0%
 

tGravityAcc-iqr()-X
Highly correlated

This variable is highly correlated with tGravityAcc-mad()-X and should be ignored for analysis

Correlation 0.98379

tGravityAcc-iqr()-Y
Highly correlated

This variable is highly correlated with tGravityAcc-mad()-Y and should be ignored for analysis

Correlation 0.98858

tGravityAcc-iqr()-Z
Highly correlated

This variable is highly correlated with tGravityAcc-mad()-Z and should be ignored for analysis

Correlation 0.98817

tGravityAcc-mad()-X
Highly correlated

This variable is highly correlated with tGravityAcc-std()-X and should be ignored for analysis

Correlation 0.99833

tGravityAcc-mad()-Y
Highly correlated

This variable is highly correlated with tGravityAcc-std()-Y and should be ignored for analysis

Correlation 0.99874

tGravityAcc-mad()-Z
Highly correlated

This variable is highly correlated with tGravityAcc-std()-Z and should be ignored for analysis

Correlation 0.99862

tGravityAcc-max()-X
Highly correlated

This variable is highly correlated with tGravityAcc-mean()-X and should be ignored for analysis

Correlation 0.99765

tGravityAcc-max()-Y
Highly correlated

This variable is highly correlated with tGravityAcc-mean()-Y and should be ignored for analysis

Correlation 0.99737

tGravityAcc-max()-Z
Highly correlated

This variable is highly correlated with tGravityAcc-mean()-Z and should be ignored for analysis

Correlation 0.99742

tGravityAcc-mean()-X
Numeric

Distinct count 7351
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.66412
Minimum -1
Maximum 0.99155
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.49382
Q1 0.80486
Median 0.91951
Q3 0.95306
95-th percentile 0.97125
Maximum 0.99155
Range 1.9915
Interquartile range 0.1482

Descriptive statistics

Standard deviation 0.51676
Coef of variation 0.77811
Kurtosis 0.88563
Mean 0.66412
MAD 0.40184
Skewness -1.6118
Sum 4882.6
Variance 0.26704
Memory size 57.5 KiB
Value Count Frequency (%)  
0.96967517 2 0.0%
 
0.9394499 1 0.0%
 
0.96043631 1 0.0%
 
0.94782306 1 0.0%
 
-0.085534177 1 0.0%
 
0.87006653 1 0.0%
 
0.82283143 1 0.0%
 
-0.2262369 1 0.0%
 
0.93370299 1 0.0%
 
0.91007103 1 0.0%
 
Other values (7341) 7341 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.94656635 1 0.0%
 
-0.94186102 1 0.0%
 
-0.94021189 1 0.0%
 
-0.93673012 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.98409379 1 0.0%
 
0.98490592 1 0.0%
 
0.98527183 1 0.0%
 
0.98889544 1 0.0%
 
0.99154906 1 0.0%
 

tGravityAcc-mean()-Y
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.011006
Minimum -0.53522
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -0.53522
5-th percentile -0.35899
Q1 -0.23902
Median -0.14356
Q3 0.14763
95-th percentile 0.83764
Maximum 1
Range 1.5352
Interquartile range 0.38665

Descriptive statistics

Standard deviation 0.37224
Coef of variation 33.821
Kurtosis 0.27131
Mean 0.011006
MAD 0.29785
Skewness 1.2119
Sum 80.916
Variance 0.13856
Memory size 57.5 KiB
Value Count Frequency (%)  
0.81833637 1 0.0%
 
-0.26400716 1 0.0%
 
-0.14766406 1 0.0%
 
-0.16808228 1 0.0%
 
-0.1251512 1 0.0%
 
-0.25770426 1 0.0%
 
-0.35436346 1 0.0%
 
-0.3477268 1 0.0%
 
0.26039039 1 0.0%
 
-0.10572787 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-0.53522237 1 0.0%
 
-0.4962135 1 0.0%
 
-0.48370186 1 0.0%
 
-0.48139563 1 0.0%
 
-0.4741974 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.98772665 1 0.0%
 
0.98805104 1 0.0%
 
0.98810409 1 0.0%
 
0.98840363 1 0.0%
 
1.0 1 0.0%
 

tGravityAcc-mean()-Z
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.09392
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.3733
Q1 -0.12388
Median 0.02641
Q3 0.23302
95-th percentile 0.83952
Maximum 1
Range 2
Interquartile range 0.3569

Descriptive statistics

Standard deviation 0.34779
Coef of variation 3.7031
Kurtosis 0.37017
Mean 0.09392
MAD 0.26189
Skewness 0.68256
Sum 690.5
Variance 0.12096
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.12451145 1 0.0%
 
-0.30171603 1 0.0%
 
0.041523995 1 0.0%
 
0.14242693 1 0.0%
 
0.097891071 1 0.0%
 
0.063451521 1 0.0%
 
0.12585435 1 0.0%
 
-0.0075930828 1 0.0%
 
0.053665431 1 0.0%
 
0.54054059 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99985803 1 0.0%
 
-0.99947046 1 0.0%
 
-0.99945181 1 0.0%
 
-0.99942508 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.99836482 1 0.0%
 
0.99912169 1 0.0%
 
0.99925929 1 0.0%
 
0.9993499 1 0.0%
 
1.0 1 0.0%
 

tGravityAcc-min()-X
Highly correlated

This variable is highly correlated with tGravityAcc-max()-X and should be ignored for analysis

Correlation 0.99437

tGravityAcc-min()-Y
Highly correlated

This variable is highly correlated with tGravityAcc-max()-Y and should be ignored for analysis

Correlation 0.98912

tGravityAcc-min()-Z
Highly correlated

This variable is highly correlated with tGravityAcc-max()-Z and should be ignored for analysis

Correlation 0.98941

tGravityAcc-sma()
Numeric

Distinct count 7352
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.078335
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.68328
Q1 -0.39855
Median -0.10894
Q3 0.22752
95-th percentile 0.57628
Maximum 1
Range 2
Interquartile range 0.62607

Descriptive statistics

Standard deviation 0.40102
Coef of variation -5.1193
Kurtosis -0.71891
Mean -0.078335
MAD 0.33827
Skewness 0.21898
Sum -575.92
Variance 0.16082
Memory size 57.5 KiB
Value Count Frequency (%)  
0.32910683 1 0.0%
 
-0.46336322 1 0.0%
 
0.2072867 1 0.0%
 
0.13736882 1 0.0%
 
-0.21978717 1 0.0%
 
-0.5670754 1 0.0%
 
0.45921424 1 0.0%
 
-0.18625084 1 0.0%
 
0.17668516 1 0.0%
 
-0.29378342 1 0.0%
 
Other values (7342) 7342 99.9%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99097882 1 0.0%
 
-0.98579019 1 0.0%
 
-0.97776304 1 0.0%
 
-0.971476 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.95877467 1 0.0%
 
0.95957377 1 0.0%
 
0.9709815 1 0.0%
 
0.98981428 1 0.0%
 
1.0 1 0.0%
 

tGravityAcc-std()-X
Numeric

Distinct count 7346
Unique (%) 99.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.96452
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.9988
Q1 -0.99499
Median -0.98191
Q3 -0.96081
95-th percentile -0.88539
Maximum 1
Range 2
Interquartile range 0.034181

Descriptive statistics

Standard deviation 0.077999
Coef of variation -0.080868
Kurtosis 177.91
Mean -0.96452
MAD 0.033026
Skewness 10.706
Sum -7091.2
Variance 0.0060839
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.95416267 2 0.0%
 
-0.99899687 2 0.0%
 
-0.99564278 2 0.0%
 
-0.99790398 2 0.0%
 
-0.98994901 2 0.0%
 
-0.99405832 2 0.0%
 
-0.95071178 1 0.0%
 
-0.99268826 1 0.0%
 
-0.98654396 1 0.0%
 
-0.45559453 1 0.0%
 
Other values (7336) 7336 99.8%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99996966 1 0.0%
 
-0.99995397 1 0.0%
 
-0.99992528 1 0.0%
 
-0.9999145 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.28601047 1 0.0%
 
0.38173281 1 0.0%
 
0.69998771 1 0.0%
 
0.78302801 1 0.0%
 
1.0 1 0.0%
 

tGravityAcc-std()-Y
Numeric

Distinct count 7349
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.95368
Minimum -0.99983
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -0.99983
5-th percentile -0.99815
Q1 -0.99148
Median -0.97631
Q3 -0.94718
95-th percentile -0.85468
Maximum 1
Range 1.9998
Interquartile range 0.044294

Descriptive statistics

Standard deviation 0.091465
Coef of variation -0.095907
Kurtosis 123.18
Mean -0.95368
MAD 0.041835
Skewness 8.9585
Sum -7011.5
Variance 0.0083659
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.97767107 2 0.0%
 
-0.99104275 2 0.0%
 
-0.97040129 2 0.0%
 
-0.97077257 1 0.0%
 
-0.99532813 1 0.0%
 
-0.92684538 1 0.0%
 
-0.99457247 1 0.0%
 
-0.99734872 1 0.0%
 
-0.79581568 1 0.0%
 
-0.97613388 1 0.0%
 
Other values (7339) 7339 99.8%
 

Minimum 5 values

Value Count Frequency (%)  
-0.99982977 1 0.0%
 
-0.99981806 1 0.0%
 
-0.99981278 1 0.0%
 
-0.99980495 1 0.0%
 
-0.99979377 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.49900661 1 0.0%
 
0.60588948 1 0.0%
 
0.73429269 1 0.0%
 
0.89313501 1 0.0%
 
1.0 1 0.0%
 

tGravityAcc-std()-Z
Numeric

Distinct count 7350
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.93693
Minimum -1
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile -0.99648
Q1 -0.98691
Median -0.96617
Q3 -0.92764
95-th percentile -0.7931
Maximum 1
Range 2
Interquartile range 0.059271

Descriptive statistics

Standard deviation 0.1072
Coef of variation -0.11442
Kurtosis 75.689
Mean -0.93693
MAD 0.055146
Skewness 6.927
Sum -6888.3
Variance 0.011492
Memory size 57.5 KiB
Value Count Frequency (%)  
-0.97491251 2 0.0%
 
-0.98920311 2 0.0%
 
-0.99016723 1 0.0%
 
-0.68916488 1 0.0%
 
-0.99580701 1 0.0%
 
-0.99484882 1 0.0%
 
-0.98328117 1 0.0%
 
-0.96808672 1 0.0%
 
-0.99717268 1 0.0%
 
-0.85434609 1 0.0%
 
Other values (7340) 7340 99.8%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 1 0.0%
 
-0.99985347 1 0.0%
 
-0.99978448 1 0.0%
 
-0.99974886 1 0.0%
 
-0.99971762 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.51017847 1 0.0%
 
0.52405426 1 0.0%
 
0.73071663 1 0.0%
 
0.8034583 1 0.0%
 
1.0 1 0.0%
 

tGravityAccMag-arCoeff()1
Highly correlated

This variable is highly correlated with tBodyAccMag-arCoeff()1 and should be ignored for analysis

Correlation 1

tGravityAccMag-arCoeff()2
Highly correlated

This variable is highly correlated with tBodyAccMag-arCoeff()2 and should be ignored for analysis

Correlation 1

tGravityAccMag-arCoeff()3
Highly correlated

This variable is highly correlated with tBodyAccMag-arCoeff()3 and should be ignored for analysis

Correlation 1

tGravityAccMag-arCoeff()4
Highly correlated

This variable is highly correlated with tBodyAccMag-arCoeff()4 and should be ignored for analysis

Correlation 1

tGravityAccMag-energy()
Highly correlated

This variable is highly correlated with tGravityAccMag-sma() and should be ignored for analysis

Correlation 0.95918

tGravityAccMag-entropy()
Highly correlated

This variable is highly correlated with tGravityAccMag-sma() and should be ignored for analysis

Correlation 0.92397

tGravityAccMag-iqr()
Highly correlated

This variable is highly correlated with tGravityAccMag-energy() and should be ignored for analysis

Correlation 0.94108

tGravityAccMag-mad()
Highly correlated

This variable is highly correlated with tGravityAccMag-std() and should be ignored for analysis

Correlation 0.9975

tGravityAccMag-max()
Highly correlated

This variable is highly correlated with tGravityAccMag-mad() and should be ignored for analysis

Correlation 0.97634

tGravityAccMag-mean()
Highly correlated

This variable is highly correlated with tBodyAccMag-entropy() and should be ignored for analysis

Correlation 0.92397

tGravityAccMag-min()
Highly correlated

This variable is highly correlated with tBodyAccMag-min() and should be ignored for analysis

Correlation 1

tGravityAccMag-sma()
Highly correlated

This variable is highly correlated with tGravityAccMag-max() and should be ignored for analysis

Correlation 0.97331

tGravityAccMag-std()
Highly correlated

This variable is highly correlated with tGravityAccMag-mean() and should be ignored for analysis

Correlation 0.96971

Correlations

Sample

tBodyAcc-mean()-X tBodyAcc-mean()-Y tBodyAcc-mean()-Z tBodyAcc-std()-X tBodyAcc-std()-Y tBodyAcc-std()-Z tBodyAcc-mad()-X tBodyAcc-mad()-Y tBodyAcc-mad()-Z tBodyAcc-max()-X tBodyAcc-max()-Y tBodyAcc-max()-Z tBodyAcc-min()-X tBodyAcc-min()-Y tBodyAcc-min()-Z tBodyAcc-sma() tBodyAcc-energy()-X tBodyAcc-energy()-Y tBodyAcc-energy()-Z tBodyAcc-iqr()-X tBodyAcc-iqr()-Y tBodyAcc-iqr()-Z tBodyAcc-entropy()-X tBodyAcc-entropy()-Y tBodyAcc-entropy()-Z tBodyAcc-arCoeff()-X,1 tBodyAcc-arCoeff()-X,2 tBodyAcc-arCoeff()-X,3 tBodyAcc-arCoeff()-X,4 tBodyAcc-arCoeff()-Y,1 tBodyAcc-arCoeff()-Y,2 tBodyAcc-arCoeff()-Y,3 tBodyAcc-arCoeff()-Y,4 tBodyAcc-arCoeff()-Z,1 tBodyAcc-arCoeff()-Z,2 tBodyAcc-arCoeff()-Z,3 tBodyAcc-arCoeff()-Z,4 tBodyAcc-correlation()-X,Y tBodyAcc-correlation()-X,Z tBodyAcc-correlation()-Y,Z tGravityAcc-mean()-X tGravityAcc-mean()-Y tGravityAcc-mean()-Z tGravityAcc-std()-X tGravityAcc-std()-Y tGravityAcc-std()-Z tGravityAcc-mad()-X tGravityAcc-mad()-Y tGravityAcc-mad()-Z tGravityAcc-max()-X tGravityAcc-max()-Y tGravityAcc-max()-Z tGravityAcc-min()-X tGravityAcc-min()-Y tGravityAcc-min()-Z tGravityAcc-sma() tGravityAcc-energy()-X tGravityAcc-energy()-Y tGravityAcc-energy()-Z tGravityAcc-iqr()-X tGravityAcc-iqr()-Y tGravityAcc-iqr()-Z tGravityAcc-entropy()-X tGravityAcc-entropy()-Y tGravityAcc-entropy()-Z tGravityAcc-arCoeff()-X,1 tGravityAcc-arCoeff()-X,2 tGravityAcc-arCoeff()-X,3 tGravityAcc-arCoeff()-X,4 tGravityAcc-arCoeff()-Y,1 tGravityAcc-arCoeff()-Y,2 tGravityAcc-arCoeff()-Y,3 tGravityAcc-arCoeff()-Y,4 tGravityAcc-arCoeff()-Z,1 tGravityAcc-arCoeff()-Z,2 tGravityAcc-arCoeff()-Z,3 tGravityAcc-arCoeff()-Z,4 tGravityAcc-correlation()-X,Y tGravityAcc-correlation()-X,Z tGravityAcc-correlation()-Y,Z tBodyAccJerk-mean()-X tBodyAccJerk-mean()-Y tBodyAccJerk-mean()-Z tBodyAccJerk-std()-X tBodyAccJerk-std()-Y tBodyAccJerk-std()-Z tBodyAccJerk-mad()-X tBodyAccJerk-mad()-Y tBodyAccJerk-mad()-Z tBodyAccJerk-max()-X tBodyAccJerk-max()-Y tBodyAccJerk-max()-Z tBodyAccJerk-min()-X tBodyAccJerk-min()-Y tBodyAccJerk-min()-Z tBodyAccJerk-sma() tBodyAccJerk-energy()-X tBodyAccJerk-energy()-Y tBodyAccJerk-energy()-Z tBodyAccJerk-iqr()-X tBodyAccJerk-iqr()-Y tBodyAccJerk-iqr()-Z tBodyAccJerk-entropy()-X tBodyAccJerk-entropy()-Y tBodyAccJerk-entropy()-Z tBodyAccJerk-arCoeff()-X,1 tBodyAccJerk-arCoeff()-X,2 tBodyAccJerk-arCoeff()-X,3 tBodyAccJerk-arCoeff()-X,4 tBodyAccJerk-arCoeff()-Y,1 tBodyAccJerk-arCoeff()-Y,2 tBodyAccJerk-arCoeff()-Y,3 tBodyAccJerk-arCoeff()-Y,4 tBodyAccJerk-arCoeff()-Z,1 tBodyAccJerk-arCoeff()-Z,2 tBodyAccJerk-arCoeff()-Z,3 tBodyAccJerk-arCoeff()-Z,4 tBodyAccJerk-correlation()-X,Y tBodyAccJerk-correlation()-X,Z tBodyAccJerk-correlation()-Y,Z tBodyGyro-mean()-X tBodyGyro-mean()-Y tBodyGyro-mean()-Z tBodyGyro-std()-X tBodyGyro-std()-Y tBodyGyro-std()-Z tBodyGyro-mad()-X tBodyGyro-mad()-Y tBodyGyro-mad()-Z tBodyGyro-max()-X tBodyGyro-max()-Y tBodyGyro-max()-Z tBodyGyro-min()-X tBodyGyro-min()-Y tBodyGyro-min()-Z tBodyGyro-sma() tBodyGyro-energy()-X tBodyGyro-energy()-Y tBodyGyro-energy()-Z tBodyGyro-iqr()-X tBodyGyro-iqr()-Y tBodyGyro-iqr()-Z tBodyGyro-entropy()-X tBodyGyro-entropy()-Y tBodyGyro-entropy()-Z tBodyGyro-arCoeff()-X,1 tBodyGyro-arCoeff()-X,2 tBodyGyro-arCoeff()-X,3 tBodyGyro-arCoeff()-X,4 tBodyGyro-arCoeff()-Y,1 tBodyGyro-arCoeff()-Y,2 tBodyGyro-arCoeff()-Y,3 tBodyGyro-arCoeff()-Y,4 tBodyGyro-arCoeff()-Z,1 tBodyGyro-arCoeff()-Z,2 tBodyGyro-arCoeff()-Z,3 tBodyGyro-arCoeff()-Z,4 tBodyGyro-correlation()-X,Y tBodyGyro-correlation()-X,Z tBodyGyro-correlation()-Y,Z tBodyGyroJerk-mean()-X tBodyGyroJerk-mean()-Y tBodyGyroJerk-mean()-Z tBodyGyroJerk-std()-X tBodyGyroJerk-std()-Y tBodyGyroJerk-std()-Z tBodyGyroJerk-mad()-X tBodyGyroJerk-mad()-Y tBodyGyroJerk-mad()-Z tBodyGyroJerk-max()-X tBodyGyroJerk-max()-Y tBodyGyroJerk-max()-Z tBodyGyroJerk-min()-X tBodyGyroJerk-min()-Y tBodyGyroJerk-min()-Z tBodyGyroJerk-sma() tBodyGyroJerk-energy()-X tBodyGyroJerk-energy()-Y tBodyGyroJerk-energy()-Z tBodyGyroJerk-iqr()-X tBodyGyroJerk-iqr()-Y tBodyGyroJerk-iqr()-Z tBodyGyroJerk-entropy()-X tBodyGyroJerk-entropy()-Y tBodyGyroJerk-entropy()-Z tBodyGyroJerk-arCoeff()-X,1 tBodyGyroJerk-arCoeff()-X,2 tBodyGyroJerk-arCoeff()-X,3 tBodyGyroJerk-arCoeff()-X,4 tBodyGyroJerk-arCoeff()-Y,1 tBodyGyroJerk-arCoeff()-Y,2 tBodyGyroJerk-arCoeff()-Y,3 tBodyGyroJerk-arCoeff()-Y,4 tBodyGyroJerk-arCoeff()-Z,1 tBodyGyroJerk-arCoeff()-Z,2 tBodyGyroJerk-arCoeff()-Z,3 tBodyGyroJerk-arCoeff()-Z,4 tBodyGyroJerk-correlation()-X,Y tBodyGyroJerk-correlation()-X,Z tBodyGyroJerk-correlation()-Y,Z tBodyAccMag-mean() tBodyAccMag-std() tBodyAccMag-mad() tBodyAccMag-max() tBodyAccMag-min() tBodyAccMag-sma() tBodyAccMag-energy() tBodyAccMag-iqr() tBodyAccMag-entropy() tBodyAccMag-arCoeff()1 tBodyAccMag-arCoeff()2 tBodyAccMag-arCoeff()3 tBodyAccMag-arCoeff()4 tGravityAccMag-mean() tGravityAccMag-std() tGravityAccMag-mad() tGravityAccMag-max() tGravityAccMag-min() tGravityAccMag-sma() tGravityAccMag-energy() tGravityAccMag-iqr() tGravityAccMag-entropy() tGravityAccMag-arCoeff()1 tGravityAccMag-arCoeff()2 tGravityAccMag-arCoeff()3 tGravityAccMag-arCoeff()4 tBodyAccJerkMag-mean() tBodyAccJerkMag-std() tBodyAccJerkMag-mad() tBodyAccJerkMag-max() tBodyAccJerkMag-min() tBodyAccJerkMag-sma() tBodyAccJerkMag-energy() tBodyAccJerkMag-iqr() tBodyAccJerkMag-entropy() tBodyAccJerkMag-arCoeff()1 tBodyAccJerkMag-arCoeff()2 tBodyAccJerkMag-arCoeff()3 tBodyAccJerkMag-arCoeff()4 tBodyGyroMag-mean() tBodyGyroMag-std() tBodyGyroMag-mad() tBodyGyroMag-max() tBodyGyroMag-min() tBodyGyroMag-sma() tBodyGyroMag-energy() tBodyGyroMag-iqr() tBodyGyroMag-entropy() tBodyGyroMag-arCoeff()1 tBodyGyroMag-arCoeff()2 tBodyGyroMag-arCoeff()3 tBodyGyroMag-arCoeff()4 tBodyGyroJerkMag-mean() tBodyGyroJerkMag-std() tBodyGyroJerkMag-mad() tBodyGyroJerkMag-max() tBodyGyroJerkMag-min() tBodyGyroJerkMag-sma() tBodyGyroJerkMag-energy() tBodyGyroJerkMag-iqr() tBodyGyroJerkMag-entropy() tBodyGyroJerkMag-arCoeff()1 tBodyGyroJerkMag-arCoeff()2 tBodyGyroJerkMag-arCoeff()3 tBodyGyroJerkMag-arCoeff()4 fBodyAcc-mean()-X fBodyAcc-mean()-Y fBodyAcc-mean()-Z fBodyAcc-std()-X fBodyAcc-std()-Y fBodyAcc-std()-Z fBodyAcc-mad()-X fBodyAcc-mad()-Y fBodyAcc-mad()-Z fBodyAcc-max()-X fBodyAcc-max()-Y fBodyAcc-max()-Z fBodyAcc-min()-X fBodyAcc-min()-Y fBodyAcc-min()-Z fBodyAcc-sma() fBodyAcc-energy()-X fBodyAcc-energy()-Y fBodyAcc-energy()-Z fBodyAcc-iqr()-X fBodyAcc-iqr()-Y fBodyAcc-iqr()-Z fBodyAcc-entropy()-X fBodyAcc-entropy()-Y fBodyAcc-entropy()-Z fBodyAcc-maxInds-X fBodyAcc-maxInds-Y fBodyAcc-maxInds-Z fBodyAcc-meanFreq()-X fBodyAcc-meanFreq()-Y fBodyAcc-meanFreq()-Z fBodyAcc-skewness()-X fBodyAcc-kurtosis()-X fBodyAcc-skewness()-Y fBodyAcc-kurtosis()-Y fBodyAcc-skewness()-Z fBodyAcc-kurtosis()-Z fBodyAcc-bandsEnergy()-1,8 fBodyAcc-bandsEnergy()-9,16 fBodyAcc-bandsEnergy()-17,24 fBodyAcc-bandsEnergy()-25,32 fBodyAcc-bandsEnergy()-33,40 fBodyAcc-bandsEnergy()-41,48 fBodyAcc-bandsEnergy()-49,56 fBodyAcc-bandsEnergy()-57,64 fBodyAcc-bandsEnergy()-1,16 fBodyAcc-bandsEnergy()-17,32 fBodyAcc-bandsEnergy()-33,48 fBodyAcc-bandsEnergy()-49,64 fBodyAcc-bandsEnergy()-1,24 fBodyAcc-bandsEnergy()-25,48 fBodyAcc-bandsEnergy()-1,8.1 fBodyAcc-bandsEnergy()-9,16.1 fBodyAcc-bandsEnergy()-17,24.1 fBodyAcc-bandsEnergy()-25,32.1 fBodyAcc-bandsEnergy()-33,40.1 fBodyAcc-bandsEnergy()-41,48.1 fBodyAcc-bandsEnergy()-49,56.1 fBodyAcc-bandsEnergy()-57,64.1 fBodyAcc-bandsEnergy()-1,16.1 fBodyAcc-bandsEnergy()-17,32.1 fBodyAcc-bandsEnergy()-33,48.1 fBodyAcc-bandsEnergy()-49,64.1 fBodyAcc-bandsEnergy()-1,24.1 fBodyAcc-bandsEnergy()-25,48.1 fBodyAcc-bandsEnergy()-1,8.2 fBodyAcc-bandsEnergy()-9,16.2 fBodyAcc-bandsEnergy()-17,24.2 fBodyAcc-bandsEnergy()-25,32.2 fBodyAcc-bandsEnergy()-33,40.2 fBodyAcc-bandsEnergy()-41,48.2 fBodyAcc-bandsEnergy()-49,56.2 fBodyAcc-bandsEnergy()-57,64.2 fBodyAcc-bandsEnergy()-1,16.2 fBodyAcc-bandsEnergy()-17,32.2 fBodyAcc-bandsEnergy()-33,48.2 fBodyAcc-bandsEnergy()-49,64.2 fBodyAcc-bandsEnergy()-1,24.2 fBodyAcc-bandsEnergy()-25,48.2 fBodyAccJerk-mean()-X fBodyAccJerk-mean()-Y fBodyAccJerk-mean()-Z fBodyAccJerk-std()-X fBodyAccJerk-std()-Y fBodyAccJerk-std()-Z fBodyAccJerk-mad()-X fBodyAccJerk-mad()-Y fBodyAccJerk-mad()-Z fBodyAccJerk-max()-X fBodyAccJerk-max()-Y fBodyAccJerk-max()-Z fBodyAccJerk-min()-X fBodyAccJerk-min()-Y fBodyAccJerk-min()-Z fBodyAccJerk-sma() fBodyAccJerk-energy()-X fBodyAccJerk-energy()-Y fBodyAccJerk-energy()-Z fBodyAccJerk-iqr()-X fBodyAccJerk-iqr()-Y fBodyAccJerk-iqr()-Z fBodyAccJerk-entropy()-X fBodyAccJerk-entropy()-Y fBodyAccJerk-entropy()-Z fBodyAccJerk-maxInds-X fBodyAccJerk-maxInds-Y fBodyAccJerk-maxInds-Z fBodyAccJerk-meanFreq()-X fBodyAccJerk-meanFreq()-Y fBodyAccJerk-meanFreq()-Z fBodyAccJerk-skewness()-X fBodyAccJerk-kurtosis()-X fBodyAccJerk-skewness()-Y fBodyAccJerk-kurtosis()-Y fBodyAccJerk-skewness()-Z fBodyAccJerk-kurtosis()-Z fBodyAccJerk-bandsEnergy()-1,8 fBodyAccJerk-bandsEnergy()-9,16 fBodyAccJerk-bandsEnergy()-17,24 fBodyAccJerk-bandsEnergy()-25,32 fBodyAccJerk-bandsEnergy()-33,40 fBodyAccJerk-bandsEnergy()-41,48 fBodyAccJerk-bandsEnergy()-49,56 fBodyAccJerk-bandsEnergy()-57,64 fBodyAccJerk-bandsEnergy()-1,16 fBodyAccJerk-bandsEnergy()-17,32 fBodyAccJerk-bandsEnergy()-33,48 fBodyAccJerk-bandsEnergy()-49,64 fBodyAccJerk-bandsEnergy()-1,24 fBodyAccJerk-bandsEnergy()-25,48 fBodyAccJerk-bandsEnergy()-1,8.1 fBodyAccJerk-bandsEnergy()-9,16.1 fBodyAccJerk-bandsEnergy()-17,24.1 fBodyAccJerk-bandsEnergy()-25,32.1 fBodyAccJerk-bandsEnergy()-33,40.1 fBodyAccJerk-bandsEnergy()-41,48.1 fBodyAccJerk-bandsEnergy()-49,56.1 fBodyAccJerk-bandsEnergy()-57,64.1 fBodyAccJerk-bandsEnergy()-1,16.1 fBodyAccJerk-bandsEnergy()-17,32.1 fBodyAccJerk-bandsEnergy()-33,48.1 fBodyAccJerk-bandsEnergy()-49,64.1 fBodyAccJerk-bandsEnergy()-1,24.1 fBodyAccJerk-bandsEnergy()-25,48.1 fBodyAccJerk-bandsEnergy()-1,8.2 fBodyAccJerk-bandsEnergy()-9,16.2 fBodyAccJerk-bandsEnergy()-17,24.2 fBodyAccJerk-bandsEnergy()-25,32.2 fBodyAccJerk-bandsEnergy()-33,40.2 fBodyAccJerk-bandsEnergy()-41,48.2 fBodyAccJerk-bandsEnergy()-49,56.2 fBodyAccJerk-bandsEnergy()-57,64.2 fBodyAccJerk-bandsEnergy()-1,16.2 fBodyAccJerk-bandsEnergy()-17,32.2 fBodyAccJerk-bandsEnergy()-33,48.2 fBodyAccJerk-bandsEnergy()-49,64.2 fBodyAccJerk-bandsEnergy()-1,24.2 fBodyAccJerk-bandsEnergy()-25,48.2 fBodyGyro-mean()-X fBodyGyro-mean()-Y fBodyGyro-mean()-Z fBodyGyro-std()-X fBodyGyro-std()-Y fBodyGyro-std()-Z fBodyGyro-mad()-X fBodyGyro-mad()-Y fBodyGyro-mad()-Z fBodyGyro-max()-X fBodyGyro-max()-Y fBodyGyro-max()-Z fBodyGyro-min()-X fBodyGyro-min()-Y fBodyGyro-min()-Z fBodyGyro-sma() fBodyGyro-energy()-X fBodyGyro-energy()-Y fBodyGyro-energy()-Z fBodyGyro-iqr()-X fBodyGyro-iqr()-Y fBodyGyro-iqr()-Z fBodyGyro-entropy()-X fBodyGyro-entropy()-Y fBodyGyro-entropy()-Z fBodyGyro-maxInds-X fBodyGyro-maxInds-Y fBodyGyro-maxInds-Z fBodyGyro-meanFreq()-X fBodyGyro-meanFreq()-Y fBodyGyro-meanFreq()-Z fBodyGyro-skewness()-X fBodyGyro-kurtosis()-X fBodyGyro-skewness()-Y fBodyGyro-kurtosis()-Y fBodyGyro-skewness()-Z fBodyGyro-kurtosis()-Z fBodyGyro-bandsEnergy()-1,8 fBodyGyro-bandsEnergy()-9,16 fBodyGyro-bandsEnergy()-17,24 fBodyGyro-bandsEnergy()-25,32 fBodyGyro-bandsEnergy()-33,40 fBodyGyro-bandsEnergy()-41,48 fBodyGyro-bandsEnergy()-49,56 fBodyGyro-bandsEnergy()-57,64 fBodyGyro-bandsEnergy()-1,16 fBodyGyro-bandsEnergy()-17,32 fBodyGyro-bandsEnergy()-33,48 fBodyGyro-bandsEnergy()-49,64 fBodyGyro-bandsEnergy()-1,24 fBodyGyro-bandsEnergy()-25,48 fBodyGyro-bandsEnergy()-1,8.1 fBodyGyro-bandsEnergy()-9,16.1 fBodyGyro-bandsEnergy()-17,24.1 fBodyGyro-bandsEnergy()-25,32.1 fBodyGyro-bandsEnergy()-33,40.1 fBodyGyro-bandsEnergy()-41,48.1 fBodyGyro-bandsEnergy()-49,56.1 fBodyGyro-bandsEnergy()-57,64.1 fBodyGyro-bandsEnergy()-1,16.1 fBodyGyro-bandsEnergy()-17,32.1 fBodyGyro-bandsEnergy()-33,48.1 fBodyGyro-bandsEnergy()-49,64.1 fBodyGyro-bandsEnergy()-1,24.1 fBodyGyro-bandsEnergy()-25,48.1 fBodyGyro-bandsEnergy()-1,8.2 fBodyGyro-bandsEnergy()-9,16.2 fBodyGyro-bandsEnergy()-17,24.2 fBodyGyro-bandsEnergy()-25,32.2 fBodyGyro-bandsEnergy()-33,40.2 fBodyGyro-bandsEnergy()-41,48.2 fBodyGyro-bandsEnergy()-49,56.2 fBodyGyro-bandsEnergy()-57,64.2 fBodyGyro-bandsEnergy()-1,16.2 fBodyGyro-bandsEnergy()-17,32.2 fBodyGyro-bandsEnergy()-33,48.2 fBodyGyro-bandsEnergy()-49,64.2 fBodyGyro-bandsEnergy()-1,24.2 fBodyGyro-bandsEnergy()-25,48.2 fBodyAccMag-mean() fBodyAccMag-std() fBodyAccMag-mad() fBodyAccMag-max() fBodyAccMag-min() fBodyAccMag-sma() fBodyAccMag-energy() fBodyAccMag-iqr() fBodyAccMag-entropy() fBodyAccMag-maxInds fBodyAccMag-meanFreq() fBodyAccMag-skewness() fBodyAccMag-kurtosis() fBodyBodyAccJerkMag-mean() fBodyBodyAccJerkMag-std() fBodyBodyAccJerkMag-mad() fBodyBodyAccJerkMag-max() fBodyBodyAccJerkMag-min() fBodyBodyAccJerkMag-sma() fBodyBodyAccJerkMag-energy() fBodyBodyAccJerkMag-iqr() fBodyBodyAccJerkMag-entropy() fBodyBodyAccJerkMag-maxInds fBodyBodyAccJerkMag-meanFreq() fBodyBodyAccJerkMag-skewness() fBodyBodyAccJerkMag-kurtosis() fBodyBodyGyroMag-mean() fBodyBodyGyroMag-std() fBodyBodyGyroMag-mad() fBodyBodyGyroMag-max() fBodyBodyGyroMag-min() fBodyBodyGyroMag-sma() fBodyBodyGyroMag-energy() fBodyBodyGyroMag-iqr() fBodyBodyGyroMag-entropy() fBodyBodyGyroMag-maxInds fBodyBodyGyroMag-meanFreq() fBodyBodyGyroMag-skewness() fBodyBodyGyroMag-kurtosis() fBodyBodyGyroJerkMag-mean() fBodyBodyGyroJerkMag-std() fBodyBodyGyroJerkMag-mad() fBodyBodyGyroJerkMag-max() fBodyBodyGyroJerkMag-min() fBodyBodyGyroJerkMag-sma() fBodyBodyGyroJerkMag-energy() fBodyBodyGyroJerkMag-iqr() fBodyBodyGyroJerkMag-entropy() fBodyBodyGyroJerkMag-maxInds fBodyBodyGyroJerkMag-meanFreq() fBodyBodyGyroJerkMag-skewness() fBodyBodyGyroJerkMag-kurtosis() angle(tBodyAccMean,gravity) angle(tBodyAccJerkMean),gravityMean) angle(tBodyGyroMean,gravityMean) angle(tBodyGyroJerkMean,gravityMean) angle(X,gravityMean) angle(Y,gravityMean) angle(Z,gravityMean) subject Activity
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-0.888853 1.000000 -0.220747 0.636831 0.387644 0.241401 -0.052253 0.264177 0.373439 0.341778 -0.569791 0.265399 -0.477875 -0.385300 0.033644 -0.126511 -0.006101 -0.031365 0.107725 -0.985310 -0.976623 -0.992205 -0.984586 -0.976353 -0.992362 -0.867044 -0.933786 -0.747566 0.847308 0.914895 0.830841 -0.967184 -0.999578 -0.999354 -0.999763 -0.983438 -0.978614 -0.992966 0.082632 0.202268 -0.168757 0.096323 -0.274985 0.498644 -0.220317 1.000000 -0.972971 0.316655 0.375726 0.723399 -0.771112 0.690213 -0.331831 0.709584 0.134873 0.301099 -0.099167 -0.055517 -0.061986 -0.992111 -0.992519 -0.992055 -0.992165 -0.994942 -0.992619 -0.990156 -0.986743 -0.992042 0.994429 0.991756 0.989352 -0.994453 -0.999938 -0.999953 -0.999923 -0.992300 -0.996939 -0.992243 -0.589851 -0.688459 -0.572107 0.292376 -0.361998 0.405543 -0.039007 0.989284 -0.414560 0.391603 0.282251 0.927270 -0.572370 0.691619 0.468290 -0.131077 -0.087160 0.336247 -0.959434 -0.950551 -0.957993 -0.946305 -0.992556 -0.959434 -0.998493 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4 0.276629 -0.016570 -0.115362 -0.998139 -0.980817 -0.990482 -0.998321 -0.979672 -0.990441 -0.942469 -0.569174 -0.824705 0.849095 0.683250 0.837869 -0.992653 -0.999991 -0.999856 -0.999757 -0.998004 -0.981232 -0.991325 -0.786553 -0.559477 -0.761434 0.313276 -0.131208 0.191161 0.086904 0.257615 -0.272505 0.434728 -0.315375 0.439744 -0.269069 0.179414 -0.088952 -0.155804 -0.189763 0.599213 0.968224 -0.148750 0.094486 -0.998429 -0.988098 -0.978745 -0.998411 -0.988654 -0.978936 0.893817 -0.166786 0.091682 0.987434 -0.121834 0.094059 -0.400477 0.912235 -0.967051 -0.984363 -0.998318 -0.990611 -0.980412 -1.0 -1.0 -0.616578 -0.257267 0.268918 -0.280665 0.292616 -0.166693 0.089943 -0.066327 0.067131 -0.237474 0.239268 -0.241012 0.240569 -0.408330 -0.184840 0.964797 0.073444 0.019122 0.016780 -0.996420 -0.988359 -0.992455 -0.996597 -0.986537 -0.990686 -0.996993 -0.991818 -0.989769 0.994303 0.992544 0.985609 -0.993832 -0.999969 -0.999820 -0.999860 -0.995888 -0.986524 -0.990572 -0.850744 -0.746258 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